Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
CH | CH | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-6.147e-18 -6.130e-19 -4.210e-19 -2.570e-19 7.306e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.259e-18 5.289e-19 4.271e+00 3.45e-05 *** Output:regressor 1.000e+00 1.645e-17 6.078e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 6.111e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.694e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.13795 0.13795 3.6943e+33 < 2.2e-16 *** Output:Residuals 149 0.00000 0.00000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0009196371 Output:[1] 0.0009196371 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.797062e-37 -2.962304e-36 Output:regressor -2.962304e-36 2.706902e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.2587e-18 5.2523e-19 4.3005e+00 3.068e-05 *** Output:regressor 1.0000e+00 5.0912e-18 1.9642e+17 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | RO | 0.9563 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.050055 -0.001467 0.000087 0.001511 0.033807 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0013364 0.0005585 -2.393 0.018 * Output:regressor 0.4438237 0.0077438 57.314 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006338 on 149 degrees of freedom Output:Multiple R-squared: 0.9566, Adjusted R-squared: 0.9563 Output:F-statistic: 3285 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.131960 0.13196 3284.9 < 2.2e-16 *** Output:Residuals 149 0.005986 0.00004 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0009196371 Output:[1] 0.004466114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.119476e-07 -1.659164e-06 Output:regressor -1.659164e-06 5.996594e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00133639 0.00055024 -2.4287 0.01634 * Output:regressor 0.44382366 0.01099458 40.3675 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | IT | 0.9329 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.031263 -0.002323 -0.000821 0.000741 0.044319 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.001801 0.000670 2.688 0.00802 ** Output:regressor 1.485299 0.032524 45.668 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007857 on 149 degrees of freedom Output:Multiple R-squared: 0.9333, Adjusted R-squared: 0.9329 Output:F-statistic: 2086 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.128748 0.128748 2085.6 < 2.2e-16 *** Output:Residuals 149 0.009198 0.000062 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0009196371 Output:[1] 0.0003890632 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.488995e-07 -6.511238e-06 Output:regressor -6.511238e-06 1.057784e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0018007 0.0014351 1.2548 0.2115 Output:regressor 1.4852986 0.0942464 15.7597 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | DE | 0.9304 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.047026 -0.001146 -0.000135 0.001335 0.039192 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0008845 0.0006886 1.284 0.201 Output:regressor 0.7186999 0.0160442 44.795 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.008 on 149 degrees of freedom Output:Multiple R-squared: 0.9309, Adjusted R-squared: 0.9304 Output:F-statistic: 2007 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.128410 0.128410 2006.6 < 2.2e-16 *** Output:Residuals 149 0.009535 0.000064 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0009196371 Output:[1] 0.001657349 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.742271e-07 -3.602821e-06 Output:regressor -3.602821e-06 2.574153e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00088450 0.00045053 1.9633 0.05148 . Output:regressor 0.71869994 0.05920023 12.1402 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | GB | 0.9270 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.055990 -0.002282 -0.000637 0.000981 0.037434 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0006715 0.0007179 -0.935 0.351 Output:regressor 1.2153885 0.0278387 43.658 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.008193 on 149 degrees of freedom Output:Multiple R-squared: 0.9275, Adjusted R-squared: 0.927 Output:F-statistic: 1906 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.127944 0.127944 1906 < 2.2e-16 *** Output:Residuals 149 0.010002 0.000067 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0009196371 Output:[1] 0.0005774282 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.153176e-07 -7.406293e-06 Output:regressor -7.406293e-06 7.749918e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00067147 0.00081146 -0.8275 0.4093 Output:regressor 1.21538854 0.04593094 26.4612 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | ES | 0.9008 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.037468 -0.003883 -0.002660 0.000732 0.047204 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0047705 0.0007949 6.001 1.43e-08 *** Output:regressor 1.7946569 0.0486011 36.926 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.00955 on 149 degrees of freedom Output:Multiple R-squared: 0.9015, Adjusted R-squared: 0.9008 Output:F-statistic: 1364 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.124357 0.124357 1363.6 < 2.2e-16 *** Output:Residuals 149 0.013589 0.000091 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0009196371 Output:[1] 0.0002574038 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.319238e-07 -8.124670e-06 Output:regressor -8.124670e-06 2.362064e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0047705 0.0024694 1.9319 0.05527 . Output:regressor 1.7946569 0.2976155 6.0301 1.236e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | FR | 0.8698 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.046778 -0.001406 0.000182 0.001480 0.062653 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.829e-05 9.547e-04 0.03 0.976 Output:regressor 1.407e+00 4.441e-02 31.68 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01094 on 149 degrees of freedom Output:Multiple R-squared: 0.8707, Adjusted R-squared: 0.8698 Output:F-statistic: 1003 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.120109 0.12011 1003.4 < 2.2e-16 *** Output:Residuals 149 0.017836 0.00012 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0009196371 Output:[1] 0.0004045653 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.114972e-07 -1.530456e-05 Output:regressor -1.530456e-05 1.972586e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.8285e-05 8.6013e-04 0.0329 0.9738 Output:regressor 1.4069e+00 2.4941e-01 5.6406 8.268e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
DE | DE | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.598e-16 6.730e-19 1.055e-18 1.427e-18 1.418e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.259e-18 1.141e-18 -1.980e+00 0.0495 * Output:regressor 1.000e+00 2.657e-17 3.763e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.325e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.416e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.2486 0.2486 1.4163e+33 < 2.2e-16 *** Output:Residuals 149 0.0000 0.0000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001657349 Output:[1] 0.001657349 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.300766e-36 -9.882240e-36 Output:regressor -9.882240e-36 7.060688e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.2587e-18 1.1376e-18 -1.9855e+00 0.04893 * Output:regressor 1.0000e+00 9.7389e-18 1.0268e+17 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | RO | 0.9498 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.050703 -0.001501 -0.000271 0.001337 0.060240 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0024328 0.0008041 -3.025 0.00292 ** Output:regressor 0.5937797 0.0111487 53.260 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.009125 on 149 degrees of freedom Output:Multiple R-squared: 0.9501, Adjusted R-squared: 0.9498 Output:F-statistic: 2837 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.236196 0.236196 2836.6 < 2.2e-16 *** Output:Residuals 149 0.012407 0.000083 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001657349 Output:[1] 0.004466114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.465860e-07 -3.439015e-06 Output:regressor -3.439015e-06 1.242938e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00243282 0.00082285 -2.9566 0.003618 ** Output:regressor 0.59377972 0.04835202 12.2803 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | GB | 0.9467 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.025246 -0.003558 -0.001333 0.001140 0.050339 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0017596 0.0008238 -2.136 0.0343 * Output:regressor 1.6486795 0.0319480 51.605 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.009402 on 149 degrees of freedom Output:Multiple R-squared: 0.947, Adjusted R-squared: 0.9467 Output:F-statistic: 2663 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.235430 0.235430 2663.1 < 2.2e-16 *** Output:Residuals 149 0.013172 0.000088 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001657349 Output:[1] 0.0005774282 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.786797e-07 -9.754180e-06 Output:regressor -9.754180e-06 1.020674e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0017596 0.0013037 -1.3498 0.1791 Output:regressor 1.6486795 0.0131092 125.7655 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | FR | 0.9450 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.041725 -0.002120 0.000681 0.002079 0.040076 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0012726 0.0008329 -1.528 0.129 Output:regressor 1.9679706 0.0387478 50.789 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.009545 on 149 degrees of freedom Output:Multiple R-squared: 0.9454, Adjusted R-squared: 0.945 Output:F-statistic: 2580 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.235027 0.235027 2579.5 < 2.2e-16 *** Output:Residuals 149 0.013576 0.000091 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001657349 Output:[1] 0.0004045653 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.937679e-07 -1.164876e-05 Output:regressor -1.164876e-05 1.501395e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0012726 0.0010260 -1.2403 0.2168 Output:regressor 1.9679706 0.1289214 15.2649 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | IT | 0.9356 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.028617 -0.003274 -0.001404 -0.000022 0.069213 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0017043 0.0008807 1.935 0.0549 . Output:regressor 1.9968769 0.0427516 46.709 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01033 on 149 degrees of freedom Output:Multiple R-squared: 0.9361, Adjusted R-squared: 0.9356 Output:F-statistic: 2182 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.232709 0.232709 2181.7 < 2.2e-16 *** Output:Residuals 149 0.015893 0.000107 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001657349 Output:[1] 0.0003890632 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.756355e-07 -1.125051e-05 Output:regressor -1.125051e-05 1.827702e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0017043 0.0017548 0.9712 0.333 Output:regressor 1.9968769 0.0288739 69.1586 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | CH | 0.9304 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.042509 -0.002475 -0.000664 0.000689 0.073853 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0001782 0.0009295 -0.192 0.848 Output:regressor 1.2952244 0.0289144 44.795 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01074 on 149 degrees of freedom Output:Multiple R-squared: 0.9309, Adjusted R-squared: 0.9304 Output:F-statistic: 2007 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.231418 0.231418 2006.6 < 2.2e-16 *** Output:Residuals 149 0.017184 0.000115 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001657349 Output:[1] 0.0009196371 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.638906e-07 -9.149268e-06 Output:regressor -9.149268e-06 8.360441e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00017818 0.00082917 -0.2149 0.8302 Output:regressor 1.29522444 0.10701769 12.1029 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | ES | 0.9119 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.038703 -0.005579 -0.004197 -0.000773 0.054981 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.005659 0.001006 5.627 8.84e-08 *** Output:regressor 2.423922 0.061487 39.422 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01208 on 149 degrees of freedom Output:Multiple R-squared: 0.9125, Adjusted R-squared: 0.9119 Output:F-statistic: 1554 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.22685 0.226853 1554.1 < 2.2e-16 *** Output:Residuals 149 0.02175 0.000146 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001657349 Output:[1] 0.0002574038 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.011429e-06 -1.300399e-05 Output:regressor -1.300399e-05 3.780615e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0056587 0.0023291 2.4296 0.01631 * Output:regressor 2.4239224 0.0508788 47.6411 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
ES | ES | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-6.693e-18 -5.790e-19 -4.150e-19 -3.330e-19 7.127e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.694e-18 4.914e-19 3.447e+00 0.000737 *** Output:regressor 1.000e+00 3.005e-17 3.328e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 5.904e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.108e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.038611 0.038611 1.1077e+33 < 2.2e-16 *** Output:Residuals 149 0.000000 0.000000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0002574038 Output:[1] 0.0002574038 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.415162e-37 -3.105184e-36 Output:regressor -3.105184e-36 9.027620e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.6940e-18 4.5346e-19 3.7358e+00 0.0002659 *** Output:regressor 1.0000e+00 5.4522e-18 1.8341e+17 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | GB | 0.9535 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0112380 -0.0007190 0.0006235 0.0020058 0.0200542 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0027918 0.0003032 -9.207 2.88e-16 *** Output:regressor 0.6520517 0.0117596 55.449 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.003461 on 149 degrees of freedom Output:Multiple R-squared: 0.9538, Adjusted R-squared: 0.9535 Output:F-statistic: 3075 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.036826 0.036826 3074.5 < 2.2e-16 *** Output:Residuals 149 0.001785 0.000012 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0002574038 Output:[1] 0.0005774282 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.195204e-08 -1.321561e-06 Output:regressor -1.321561e-06 1.382877e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00279175 0.00065687 -4.2501 3.752e-05 *** Output:regressor 0.65205167 0.02893199 22.5374 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | IT | 0.9433 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0190430 -0.0003760 0.0006568 0.0014937 0.0190650 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0014241 0.0003258 -4.371 2.31e-05 *** Output:regressor 0.7901451 0.0158156 49.960 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.003821 on 149 degrees of freedom Output:Multiple R-squared: 0.9437, Adjusted R-squared: 0.9433 Output:F-statistic: 2496 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.036436 0.036436 2496 < 2.2e-16 *** Output:Residuals 149 0.002175 0.000015 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0002574038 Output:[1] 0.0003890632 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.061506e-07 -1.539702e-06 Output:regressor -1.539702e-06 2.501325e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00142413 0.00040486 -3.5176 0.0005776 *** Output:regressor 0.79014507 0.04805528 16.4424 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | DE | 0.9119 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0205797 0.0002358 0.0013199 0.0018282 0.0282728 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0018294 0.0004099 -4.463 1.58e-05 *** Output:regressor 0.3764608 0.0095495 39.422 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004761 on 149 degrees of freedom Output:Multiple R-squared: 0.9125, Adjusted R-squared: 0.9119 Output:F-statistic: 1554 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.035233 0.035233 1554.1 < 2.2e-16 *** Output:Residuals 149 0.003378 0.000023 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0002574038 Output:[1] 0.001657349 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.680028e-07 -1.276359e-06 Output:regressor -1.276359e-06 9.119364e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00182935 0.00083659 -2.1867 0.03033 * Output:regressor 0.37646079 0.03871487 9.7239 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | CH | 0.9008 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.020819 -0.000659 0.001036 0.001655 0.034250 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0020575 0.0004373 -4.705 5.74e-06 *** Output:regressor 0.5023193 0.0136033 36.926 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005052 on 149 degrees of freedom Output:Multiple R-squared: 0.9015, Adjusted R-squared: 0.9008 Output:F-statistic: 1364 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.034807 0.034807 1363.6 < 2.2e-16 *** Output:Residuals 149 0.003803 0.000026 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0002574038 Output:[1] 0.0009196371 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.912133e-07 -2.025097e-06 Output:regressor -2.025097e-06 1.850498e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00205750 0.00046841 -4.3925 2.115e-05 *** Output:regressor 0.50231934 0.10588244 4.7441 4.861e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | RO | 0.8640 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.024974 -0.000449 0.000953 0.001720 0.051075 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0027379 0.0005213 -5.252 5.11e-07 *** Output:regressor 0.2232719 0.0072281 30.890 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005916 on 149 degrees of freedom Output:Multiple R-squared: 0.8649, Adjusted R-squared: 0.864 Output:F-statistic: 954.2 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.033396 0.033396 954.16 < 2.2e-16 *** Output:Residuals 149 0.005215 0.000035 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0002574038 Output:[1] 0.004466114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.717827e-07 -1.445538e-06 Output:regressor -1.445538e-06 5.224502e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0027379 0.0010756 -2.5456 0.01192 * Output:regressor 0.2232719 0.0265342 8.4145 2.989e-14 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | FR | 0.8464 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.034552 0.000244 0.001551 0.002118 0.026884 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0022573 0.0005487 -4.114 6.42e-05 *** Output:regressor 0.7342734 0.0255267 28.765 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006288 on 149 degrees of freedom Output:Multiple R-squared: 0.8474, Adjusted R-squared: 0.8464 Output:F-statistic: 827.4 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.032719 0.032719 827.42 < 2.2e-16 *** Output:Residuals 149 0.005892 0.000040 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0002574038 Output:[1] 0.0004045653 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.010992e-07 -5.055626e-06 Output:regressor -5.055626e-06 6.516137e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00225730 0.00076619 -2.9462 0.0037352 ** Output:regressor 0.73427336 0.19060826 3.8523 0.0001734 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
FR | FR | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-7.289e-18 -6.600e-19 -2.490e-19 1.180e-19 6.194e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.129e-18 4.626e-19 2.441e+00 0.0158 * Output:regressor 1.000e+00 2.152e-17 4.647e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 5.301e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.159e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.060685 0.060685 2.1592e+33 < 2.2e-16 *** Output:Residuals 149 0.000000 0.000000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0004045653 Output:[1] 0.0004045653 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.140057e-37 -3.593276e-36 Output:regressor -3.593276e-36 4.631332e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.1294e-18 5.1275e-19 2.2025e+00 0.02916 * Output:regressor 1.0000e+00 1.4427e-17 6.9313e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | DE | 0.9450 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0156804 -0.0013961 -0.0007148 0.0008212 0.0227809 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.001035 0.000406 2.549 0.0118 * Output:regressor 0.480389 0.009458 50.789 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004716 on 149 degrees of freedom Output:Multiple R-squared: 0.9454, Adjusted R-squared: 0.945 Output:F-statistic: 2580 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.057371 0.057371 2579.5 < 2.2e-16 *** Output:Residuals 149 0.003314 0.000022 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0004045653 Output:[1] 0.001657349 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.648149e-07 -1.252139e-06 Output:regressor -1.252139e-06 8.946318e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00103503 0.00075316 1.3743 0.1714 Output:regressor 0.48038932 0.01883895 25.4998 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | IT | 0.9232 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0202625 -0.0020513 -0.0012960 0.0003208 0.0272257 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0017258 0.0004753 3.631 0.000387 *** Output:regressor 0.9800689 0.0230712 42.480 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005573 on 149 degrees of freedom Output:Multiple R-squared: 0.9237, Adjusted R-squared: 0.9232 Output:F-statistic: 1805 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.056056 0.056056 1804.6 < 2.2e-16 *** Output:Residuals 149 0.004628 0.000031 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0004045653 Output:[1] 0.0003890632 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.258876e-07 -3.276475e-06 Output:regressor -3.276475e-06 5.322799e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0017258 0.0011066 1.5596 0.121 Output:regressor 0.9800689 0.0440992 22.2242 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | CH | 0.8698 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.028941 -0.001848 -0.000934 0.000282 0.035430 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0009857 0.0006281 1.569 0.119 Output:regressor 0.6189002 0.0195385 31.676 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007257 on 149 degrees of freedom Output:Multiple R-squared: 0.8707, Adjusted R-squared: 0.8698 Output:F-statistic: 1003 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.052838 0.052838 1003.4 < 2.2e-16 *** Output:Residuals 149 0.007846 0.000053 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0004045653 Output:[1] 0.0009196371 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.944663e-07 -4.177702e-06 Output:regressor -4.177702e-06 3.817511e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00098567 0.00103592 0.9515 0.3429 Output:regressor 0.61890025 0.06276481 9.8606 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | RO | 0.8673 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.027110 -0.002074 -0.000817 0.000397 0.044117 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -6.865e-07 6.456e-04 -0.001 0.999 Output:regressor 2.804e-01 8.952e-03 31.328 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007327 on 149 degrees of freedom Output:Multiple R-squared: 0.8682, Adjusted R-squared: 0.8673 Output:F-statistic: 981.5 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.052686 0.052686 981.47 < 2.2e-16 *** Output:Residuals 149 0.007998 0.000054 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0004045653 Output:[1] 0.004466114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.168468e-07 -2.217094e-06 Output:regressor -2.217094e-06 8.013080e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -6.8646e-07 1.1248e-03 -0.0006 0.9995 Output:regressor 2.8044e-01 2.2831e-02 12.2833 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | GB | 0.8566 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.016762 -0.002628 -0.001122 0.000094 0.047030 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0003508 0.0006673 0.526 0.6 Output:regressor 0.7751536 0.0258766 29.956 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007616 on 149 degrees of freedom Output:Multiple R-squared: 0.8576, Adjusted R-squared: 0.8566 Output:F-statistic: 897.4 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.052043 0.052043 897.35 < 2.2e-16 *** Output:Residuals 149 0.008641 0.000058 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0004045653 Output:[1] 0.0005774282 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.452371e-07 -6.399076e-06 Output:regressor -6.399076e-06 6.695970e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00035078 0.00181238 0.1935 0.8468 Output:regressor 0.77515360 0.01090688 71.0701 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | ES | 0.8464 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.006625 -0.003445 -0.002661 -0.000792 0.047523 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0037890 0.0006562 5.774 4.35e-08 *** Output:regressor 1.1540682 0.0401207 28.765 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007884 on 149 degrees of freedom Output:Multiple R-squared: 0.8474, Adjusted R-squared: 0.8464 Output:F-statistic: 827.4 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.051424 0.051424 827.42 < 2.2e-16 *** Output:Residuals 149 0.009260 0.000062 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0004045653 Output:[1] 0.0002574038 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.306363e-07 -5.536708e-06 Output:regressor -5.536708e-06 1.609673e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0037890 0.0022244 1.7034 0.09058 . Output:regressor 1.1540682 0.0274048 42.1119 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
GB | GB | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-8.002e-19 5.822e-20 6.688e-20 6.936e-20 1.780e-18 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 2.643e-20 0.000e+00 1 Output:regressor 1.000e+00 1.025e-18 9.758e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.016e-19 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 9.522e+35 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.086614 0.086614 9.5219e+35 < 2.2e-16 *** Output:Residuals 149 0.000000 0.000000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0005774282 Output:[1] 0.0005774282 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.983163e-40 -1.003640e-38 Output:regressor -1.003640e-38 1.050206e-36 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0000e+00 2.6802e-20 0.0000e+00 1 Output:regressor 1.0000e+00 7.3833e-19 1.3544e+18 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | ES | 0.9535 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0196530 -0.0032885 -0.0011610 0.0009768 0.0218979 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0045253 0.0004315 10.49 <2e-16 *** Output:regressor 1.4627331 0.0263800 55.45 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005184 on 149 degrees of freedom Output:Multiple R-squared: 0.9538, Adjusted R-squared: 0.9535 Output:F-statistic: 3075 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.082611 0.082611 3074.5 < 2.2e-16 *** Output:Residuals 149 0.004004 0.000027 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0005774282 Output:[1] 0.0002574038 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.861756e-07 -2.393667e-06 Output:regressor -2.393667e-06 6.959045e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00452532 0.00092362 4.8995 2.478e-06 *** Output:regressor 1.46273309 0.02097324 69.7428 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In meatHAC(x, order.by = order.by, prewhite = prewhite, weights = weights, : Error: more weights than observations, only first n used Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | DE | 0.9467 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0287048 -0.0009633 0.0004495 0.0019046 0.0149548 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0015171 0.0004778 3.176 0.00182 ** Output:regressor 0.5744078 0.0111308 51.605 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.00555 on 149 degrees of freedom Output:Multiple R-squared: 0.947, Adjusted R-squared: 0.9467 Output:F-statistic: 2663 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.082025 0.082025 2663.1 < 2.2e-16 *** Output:Residuals 149 0.004589 0.000031 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0005774282 Output:[1] 0.001657349 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.282482e-07 -1.734058e-06 Output:regressor -1.734058e-06 1.238954e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00151711 0.00073172 2.0734 0.03986 * Output:regressor 0.57440785 0.03900356 14.7271 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | CH | 0.9270 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.023343 -0.001269 0.000116 0.001336 0.051292 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0012053 0.0005619 2.145 0.0336 * Output:regressor 0.7631267 0.0174795 43.658 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006492 on 149 degrees of freedom Output:Multiple R-squared: 0.9275, Adjusted R-squared: 0.927 Output:F-statistic: 1906 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.080334 0.080334 1906 < 2.2e-16 *** Output:Residuals 149 0.006280 0.000042 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0005774282 Output:[1] 0.0009196371 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.157110e-07 -3.343623e-06 Output:regressor -3.343623e-06 3.055345e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00120531 0.00053862 2.2378 0.02672 * Output:regressor 0.76312675 0.03839638 19.8750 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | IT | 0.9247 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.026810 -0.001836 -0.000474 0.000981 0.048835 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0023433 0.0005621 4.169 5.18e-05 *** Output:regressor 1.1718410 0.0272866 42.946 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006592 on 149 degrees of freedom Output:Multiple R-squared: 0.9253, Adjusted R-squared: 0.9247 Output:F-statistic: 1844 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.080140 0.080140 1844.3 < 2.2e-16 *** Output:Residuals 149 0.006474 0.000043 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0005774282 Output:[1] 0.0003890632 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.159732e-07 -4.583157e-06 Output:regressor -4.583157e-06 7.445572e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00234329 0.00085155 2.7518 0.006663 ** Output:regressor 1.17184099 0.02428516 48.2534 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In meatHAC(x, order.by = order.by, prewhite = prewhite, weights = weights, : Error: more weights than observations, only first n used Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | RO | 0.9216 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.027580 -0.001404 0.000316 0.001716 0.046220 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.289e-06 5.930e-04 0.006 0.996 Output:regressor 3.453e-01 8.222e-03 41.992 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.00673 on 149 degrees of freedom Output:Multiple R-squared: 0.9221, Adjusted R-squared: 0.9216 Output:F-statistic: 1763 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.079866 0.079866 1763.3 < 2.2e-16 *** Output:Residuals 149 0.006749 0.000045 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0005774282 Output:[1] 0.004466114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.517065e-07 -1.870631e-06 Output:regressor -1.870631e-06 6.760883e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.2895e-06 8.0065e-04 0.0041 0.9967 Output:regressor 3.4528e-01 2.2434e-02 15.3910 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | FR | 0.8566 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.051467 -0.001172 0.000675 0.002363 0.035365 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0009728 0.0007939 1.225 0.222 Output:regressor 1.1063617 0.0369331 29.956 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.009098 on 149 degrees of freedom Output:Multiple R-squared: 0.8576, Adjusted R-squared: 0.8566 Output:F-statistic: 897.4 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.074280 0.074280 897.35 < 2.2e-16 *** Output:Residuals 149 0.012334 0.000083 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0005774282 Output:[1] 0.0004045653 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.303062e-07 -0.0000105832 Output:regressor -1.058320e-05 0.0013640562 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00097276 0.00092215 1.0549 0.2932 Output:regressor 1.10636173 0.21180914 5.2234 5.819e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
IT | IT | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-8.011e-18 -3.406e-19 -2.781e-19 1.094e-19 3.122e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.129e-18 2.328e-19 4.852e+00 3.06e-06 *** Output:regressor 1.000e+00 1.130e-17 8.850e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.73e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 7.831e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.058359 0.058359 7.8315e+33 < 2.2e-16 *** Output:Residuals 149 0.000000 0.000000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0003890632 Output:[1] 0.0003890632 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.418880e-38 -7.860027e-37 Output:regressor -7.860027e-37 1.276901e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.1294e-18 2.2034e-19 5.1256e+00 9.067e-07 *** Output:regressor 1.0000e+00 5.5161e-18 1.8129e+17 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | ES | 0.9433 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0194387 -0.0020732 -0.0010529 0.0002744 0.0241710 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.002048 0.000391 5.237 5.47e-07 *** Output:regressor 1.194296 0.023905 49.960 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004697 on 149 degrees of freedom Output:Multiple R-squared: 0.9437, Adjusted R-squared: 0.9433 Output:F-statistic: 2496 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.055072 0.055072 2496 < 2.2e-16 *** Output:Residuals 149 0.003288 0.000022 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0003890632 Output:[1] 0.0002574038 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.528810e-07 -1.965597e-06 Output:regressor -1.965597e-06 5.714529e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00204759 0.00050806 4.0302 8.858e-05 *** Output:regressor 1.19429610 0.01152644 103.6136 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | DE | 0.9356 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0286652 -0.0003289 0.0003567 0.0012883 0.0252459 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0004054 0.0004308 -0.941 0.348 Output:regressor 0.4687675 0.0100360 46.709 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005004 on 149 degrees of freedom Output:Multiple R-squared: 0.9361, Adjusted R-squared: 0.9356 Output:F-statistic: 2182 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.054629 0.054629 2181.7 < 2.2e-16 *** Output:Residuals 149 0.003731 0.000025 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0003890632 Output:[1] 0.001657349 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.855539e-07 -1.409699e-06 Output:regressor -1.409699e-06 1.007205e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00040539 0.00072276 -0.5609 0.5757 Output:regressor 0.46876751 0.01665754 28.1415 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | CH | 0.9329 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.026488 -0.000623 0.000199 0.001307 0.031985 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0007211 0.0004423 -1.63 0.105 Output:regressor 0.6283729 0.0137595 45.67 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.00511 on 149 degrees of freedom Output:Multiple R-squared: 0.9333, Adjusted R-squared: 0.9329 Output:F-statistic: 2086 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.054468 0.054468 2085.6 < 2.2e-16 *** Output:Residuals 149 0.003891 0.000026 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0003890632 Output:[1] 0.0009196371 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.956292e-07 -2.071864e-06 Output:regressor -2.071864e-06 1.893234e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00072107 0.00048924 -1.4739 0.1426 Output:regressor 0.62837286 0.03689977 17.0292 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | GB | 0.9247 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.034139 -0.001005 0.000097 0.001129 0.023132 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0013901 0.0004741 -2.932 0.0039 ** Output:regressor 0.7895703 0.0183853 42.946 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005411 on 149 degrees of freedom Output:Multiple R-squared: 0.9253, Adjusted R-squared: 0.9247 Output:F-statistic: 1844 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.053997 0.053997 1844.3 < 2.2e-16 *** Output:Residuals 149 0.004362 0.000029 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0003890632 Output:[1] 0.0005774282 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.247606e-07 -3.230324e-06 Output:regressor -3.230324e-06 3.380199e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00139007 0.00097712 -1.4226 0.1569 Output:regressor 0.78957028 0.01259519 62.6883 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | FR | 0.9232 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0251193 -0.0004420 0.0008175 0.0016535 0.0265935 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0011571 0.0004769 -2.426 0.0165 * Output:regressor 0.9425146 0.0221872 42.480 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005466 on 149 degrees of freedom Output:Multiple R-squared: 0.9237, Adjusted R-squared: 0.9232 Output:F-statistic: 1805 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.053908 0.053908 1804.6 < 2.2e-16 *** Output:Residuals 149 0.004451 0.000030 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0003890632 Output:[1] 0.0004045653 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.274691e-07 -3.819335e-06 Output:regressor -3.819335e-06 4.922697e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0011571 0.0005522 -2.0954 0.03783 * Output:regressor 0.9425146 0.1067726 8.8273 2.698e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | RO | 0.8805 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.034236 -0.001158 0.000224 0.001344 0.054082 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0015109 0.0006008 -2.515 0.013 * Output:regressor 0.2770816 0.0083305 33.261 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006818 on 149 degrees of freedom Output:Multiple R-squared: 0.8813, Adjusted R-squared: 0.8805 Output:F-statistic: 1106 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.051432 0.051432 1106.3 < 2.2e-16 *** Output:Residuals 149 0.006927 0.000046 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0003890632 Output:[1] 0.004466114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.610124e-07 -1.920126e-06 Output:regressor -1.920126e-06 6.939770e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00151087 0.00095071 -1.5892 0.1141 Output:regressor 0.27708160 0.01005385 27.5597 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
RO | RO | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.167e-16 -8.680e-19 1.199e-18 1.836e-18 1.849e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 8.856e-19 0.000e+00 1 Output:regressor 1.000e+00 1.228e-17 8.145e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.005e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 6.633e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.66992 0.66992 6.6333e+33 < 2.2e-16 *** Output:Residuals 149 0.00000 0.00000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.004466114 Output:[1] 0.004466114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.842334e-37 -4.171123e-36 Output:regressor -4.171123e-36 1.507538e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0000e+00 8.3695e-19 0.0000e+00 1 Output:regressor 1.0000e+00 2.9686e-18 3.3686e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Output:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | CH | 0.9563 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.052354 -0.004166 -0.001105 0.002762 0.121343 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.004081 0.001209 3.376 0.000939 *** Output:regressor 2.155380 0.037607 57.314 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01397 on 149 degrees of freedom Output:Multiple R-squared: 0.9566, Adjusted R-squared: 0.9563 Output:F-statistic: 3285 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.64085 0.64085 3284.9 < 2.2e-16 *** Output:Residuals 149 0.02907 0.00020 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.004466114 Output:[1] 0.0009196371 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.461372e-06 -1.547706e-05 Output:regressor -1.547706e-05 1.414267e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0040810 0.0013278 3.0735 0.002517 ** Output:regressor 2.1553798 0.0290431 74.2132 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | DE | 0.9498 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.072797 -0.003148 -0.000494 0.001536 0.090971 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.005274 0.001289 4.09 7.05e-05 *** Output:regressor 1.600078 0.030043 53.26 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01498 on 149 degrees of freedom Output:Multiple R-squared: 0.9501, Adjusted R-squared: 0.9498 Output:F-statistic: 2837 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.63648 0.63648 2836.6 < 2.2e-16 *** Output:Residuals 149 0.03343 0.00022 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.004466114 Output:[1] 0.001657349 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.662774e-06 -1.263251e-05 Output:regressor -1.263251e-05 9.025705e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0052735 0.0025834 2.0413 0.04299 * Output:regressor 1.6000785 0.1728170 9.2588 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | GB | 0.9216 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.086601 -0.005534 -0.002087 0.002136 0.080774 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.002147 0.001640 1.309 0.192 Output:regressor 2.670554 0.063597 41.992 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01872 on 149 degrees of freedom Output:Multiple R-squared: 0.9221, Adjusted R-squared: 0.9216 Output:F-statistic: 1763 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.61772 0.61772 1763.3 < 2.2e-16 *** Output:Residuals 149 0.05220 0.00035 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.004466114 Output:[1] 0.0005774282 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.689335e-06 -3.86519e-05 Output:regressor -3.865190e-05 4.04452e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0021470 0.0031262 0.6868 0.4933 Output:regressor 2.6705540 0.1294720 20.6265 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | IT | 0.8805 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.115904 -0.006419 -0.002955 0.002531 0.132303 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00809 0.00197 4.107 6.6e-05 *** Output:regressor 3.18066 0.09563 33.261 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0231 on 149 degrees of freedom Output:Multiple R-squared: 0.8813, Adjusted R-squared: 0.8805 Output:F-statistic: 1106 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.59040 0.59040 1106.3 < 2.2e-16 *** Output:Residuals 149 0.07952 0.00053 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.004466114 Output:[1] 0.0003890632 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.880759e-06 -5.628999e-05 Output:regressor -5.628999e-05 9.144596e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0080897 0.0102338 0.7905 0.4305 Output:regressor 3.1806610 0.2493390 12.7564 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | FR | 0.8673 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.074273 -0.004224 -0.000192 0.004302 0.112195 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.003649 0.002124 1.718 0.0879 . Output:regressor 3.095848 0.098819 31.328 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.02434 on 149 degrees of freedom Output:Multiple R-squared: 0.8682, Adjusted R-squared: 0.8673 Output:F-statistic: 981.5 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.58162 0.58162 981.47 < 2.2e-16 *** Output:Residuals 149 0.08830 0.00059 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.004466114 Output:[1] 0.0004045653 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.512334e-06 -7.576464e-05 Output:regressor -7.576464e-05 9.765216e-03 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0036489 0.0050634 0.7207 0.4723 Output:regressor 3.0958479 0.7640044 4.0521 8.143e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | ES | 0.8640 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.134011 -0.009443 -0.006153 0.000499 0.123387 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.014344 0.002051 6.993 8.47e-11 *** Output:regressor 3.873905 0.125411 30.890 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.02464 on 149 degrees of freedom Output:Multiple R-squared: 0.8649, Adjusted R-squared: 0.864 Output:F-statistic: 954.2 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.57943 0.57943 954.16 < 2.2e-16 *** Output:Residuals 149 0.09048 0.00061 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.004466114 Output:[1] 0.0002574038 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.207728e-06 -5.409893e-05 Output:regressor -5.409893e-05 1.572804e-02 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.014344 0.029250 0.4904 0.6246 Output:regressor 3.873905 0.375547 10.3154 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
CH | CH | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.289e-15 3.260e-18 7.490e-18 1.467e-17 7.111e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.228e-17 1.083e-17 -6.674e+00 4.58e-10 *** Output:regressor 1.000e+00 4.423e-17 2.261e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.066e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 5.111e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 5.8115 5.8115 5.1111e+32 < 2.2e-16 *** Output:Residuals 149 0.0000 0.0000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03874353 Output:[1] 0.03874353 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.172734e-34 -2.865662e-34 Output:regressor -2.865662e-34 1.956543e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.2279e-17 9.0635e-18 -7.9747e+00 3.713e-13 *** Output:regressor 1.0000e+00 1.1187e-17 8.9389e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | FR | 0.0903 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.27413 -0.11057 -0.07402 0.05490 0.80444 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.07413 0.02372 3.126 0.002134 ** Output:regressor 0.20000 0.05017 3.987 0.000105 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1877 on 149 degrees of freedom Output:Multiple R-squared: 0.09639, Adjusted R-squared: 0.09032 Output:F-statistic: 15.89 on 1 and 149 DF, p-value: 0.0001046 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.5601 0.56015 15.893 0.0001046 *** Output:Residuals 149 5.2514 0.03524 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03874353 Output:[1] 0.09336266 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0005625902 -0.0009101888 Output:regressor -0.0009101888 0.0025166497 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.074134 0.027037 2.7420 0.006855 ** Output:regressor 0.199995 0.072888 2.7439 0.006818 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | ES | 0.0512 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.22099 -0.12574 -0.05339 0.07015 0.85975 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.04346 0.03755 1.157 0.24895 Output:regressor 0.17753 0.05887 3.016 0.00302 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1917 on 149 degrees of freedom Output:Multiple R-squared: 0.05752, Adjusted R-squared: 0.0512 Output:F-statistic: 9.094 on 1 and 149 DF, p-value: 0.003016 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.3343 0.33428 9.0936 0.003016 ** Output:Residuals 149 5.4772 0.03676 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03874353 Output:[1] 0.07071294 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001410129 -0.002010804 Output:regressor -0.002010804 0.003465660 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.043464 0.047542 0.9142 0.36208 Output:regressor 0.177526 0.077667 2.2857 0.02368 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | DE | 0.0179 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.21947 -0.12601 -0.06659 0.05500 0.81706 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.11151 0.02407 4.634 7.78e-06 *** Output:regressor 0.10795 0.05587 1.932 0.0552 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1951 on 149 degrees of freedom Output:Multiple R-squared: 0.02444, Adjusted R-squared: 0.0179 Output:F-statistic: 3.733 on 1 and 149 DF, p-value: 0.05523 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1421 0.14206 3.7334 0.05523 . Output:Residuals 149 5.6695 0.03805 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03874353 Output:[1] 0.08126379 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0005792017 -0.001010648 Output:regressor -0.0010106480 0.003121534 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.111514 0.031975 3.4875 0.000641 *** Output:regressor 0.107953 0.087686 1.2311 0.220213 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | RO | 0.0047 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.19407 -0.13537 -0.06592 0.07870 0.80365 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.08995 0.04606 1.953 0.0527 . Output:regressor 0.11869 0.09073 1.308 0.1928 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1964 on 149 degrees of freedom Output:Multiple R-squared: 0.01136, Adjusted R-squared: 0.004721 Output:F-statistic: 1.711 on 1 and 149 DF, p-value: 0.1928 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0660 0.065994 1.7114 0.1928 Output:Residuals 149 5.7455 0.038561 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03874353 Output:[1] 0.03123148 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002121705 -0.003919451 Output:regressor -0.003919451 0.008231147 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.089949 0.051637 1.7420 0.08358 . Output:regressor 0.118689 0.110043 1.0786 0.28252 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | GB | -0.0003 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.25375 -0.13532 -0.07791 0.08748 0.81775 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.13532 0.01969 6.871 1.62e-10 *** Output:regressor 0.30595 0.31423 0.974 0.332 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1969 on 149 degrees of freedom Output:Multiple R-squared: 0.006322, Adjusted R-squared: -0.000347 Output:F-statistic: 0.948 on 1 and 149 DF, p-value: 0.3318 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0367 0.036740 0.948 0.3318 Output:Residuals 149 5.7748 0.038757 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03874353 Output:[1] 0.002616674 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.000387821 -0.003598674 Output:regressor -0.003598674 0.098743612 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.135315 0.029089 4.6517 7.206e-06 *** Output:regressor 0.305950 0.313993 0.9744 0.3314 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | IT | -0.0025 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.16207 -0.12981 -0.07464 0.07075 0.84012 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.12655 0.02973 4.256 3.66e-05 *** Output:regressor 0.03553 0.04465 0.796 0.427 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1971 on 149 degrees of freedom Output:Multiple R-squared: 0.004232, Adjusted R-squared: -0.002451 Output:F-statistic: 0.6332 on 1 and 149 DF, p-value: 0.4274 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0246 0.024593 0.6332 0.4274 Output:Residuals 149 5.7869 0.038838 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03874353 Output:[1] 0.1299028 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008838806 -0.001117626 Output:regressor -0.0011176257 0.001993207 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.126545 0.050902 2.4861 0.01402 * Output:regressor 0.035526 0.062158 0.5715 0.56849 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
DE | DE | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-7.247e-17 -1.550e-17 -6.650e-18 -2.020e-18 1.210e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.084e-16 1.244e-17 8.719e+00 5.1e-15 *** Output:regressor 1.000e+00 2.887e-17 3.464e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.008e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.2e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 12.19 12.19 1.1999e+33 < 2.2e-16 *** Output:Residuals 149 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08126379 Output:[1] 0.08126379 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.546385e-34 -2.698285e-34 Output:regressor -2.698285e-34 8.334047e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.0842e-16 1.1030e-17 9.8296e+00 < 2.2e-16 *** Output:regressor 1.0000e+00 1.1514e-17 8.6851e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | ES | 0.1704 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.45070 -0.17000 -0.02841 0.10146 0.76047 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.06291 0.05086 1.237 0.218 Output:regressor 0.44959 0.07973 5.639 8.32e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2597 on 149 degrees of freedom Output:Multiple R-squared: 0.1759, Adjusted R-squared: 0.1704 Output:F-statistic: 31.8 on 1 and 149 DF, p-value: 8.323e-08 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.144 2.14403 31.801 8.323e-08 *** Output:Residuals 149 10.046 0.06742 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08126379 Output:[1] 0.07071294 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002586245 -0.003687912 Output:regressor -0.003687912 0.006356187 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.062908 0.043428 1.4486 0.1496 Output:regressor 0.449594 0.107743 4.1728 5.092e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | RO | 0.1154 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.46702 -0.18755 -0.06158 0.10229 0.72573 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.05627 0.06289 0.895 0.372 Output:regressor 0.56175 0.12388 4.535 1.18e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2681 on 149 degrees of freedom Output:Multiple R-squared: 0.1213, Adjusted R-squared: 0.1154 Output:F-statistic: 20.56 on 1 and 149 DF, p-value: 1.177e-05 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.4783 1.47835 20.565 1.177e-05 *** Output:Residuals 149 10.7112 0.07189 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08126379 Output:[1] 0.03123148 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003955429 -0.00730691 Output:regressor -0.007306910 0.01534507 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.056274 0.082192 0.6847 0.494619 Output:regressor 0.561754 0.203400 2.7618 0.006472 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | IT | 0.0677 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.44434 -0.19255 -0.09203 0.11539 0.77070 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.44434 0.04152 10.701 < 2e-16 *** Output:regressor -0.21504 0.06235 -3.449 0.000733 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2752 on 149 degrees of freedom Output:Multiple R-squared: 0.07392, Adjusted R-squared: 0.0677 Output:F-statistic: 11.89 on 1 and 149 DF, p-value: 0.0007329 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.901 0.90102 11.893 0.0007329 *** Output:Residuals 149 11.289 0.07576 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08126379 Output:[1] 0.1299028 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001724181 -0.002180146 Output:regressor -0.002180146 0.003888139 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.444341 0.095461 4.6547 7.117e-06 *** Output:regressor -0.215037 0.121856 -1.7647 0.07967 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | FR | 0.0456 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.45949 -0.18511 -0.09405 0.09990 0.73941 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.24687 0.03519 7.016 7.46e-11 *** Output:regressor 0.21261 0.07442 2.857 0.00489 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2785 on 149 degrees of freedom Output:Multiple R-squared: 0.05194, Adjusted R-squared: 0.04557 Output:F-statistic: 8.162 on 1 and 149 DF, p-value: 0.004889 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.6331 0.63307 8.1623 0.004889 ** Output:Residuals 149 11.5565 0.07756 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08126379 Output:[1] 0.09336266 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001238069 -0.002003015 Output:regressor -0.002003015 0.005538288 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.246871 0.046614 5.2960 4.17e-07 *** Output:regressor 0.212615 0.103648 2.0513 0.04199 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | CH | 0.0179 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.50086 -0.18450 -0.08576 0.08521 0.70940 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.29060 0.02869 10.129 <2e-16 *** Output:regressor 0.22643 0.11719 1.932 0.0552 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2825 on 149 degrees of freedom Output:Multiple R-squared: 0.02444, Adjusted R-squared: 0.0179 Output:F-statistic: 3.733 on 1 and 149 DF, p-value: 0.05523 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.298 0.297960 3.7334 0.05523 . Output:Residuals 149 11.892 0.079809 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08126379 Output:[1] 0.03874353 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008231409 -0.002011405 Output:regressor -0.0020114046 0.013732952 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.290602 0.042924 6.7701 2.768e-10 *** Output:regressor 0.226430 0.172746 1.3108 0.192 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | GB | 0.0152 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.35770 -0.17620 -0.09512 0.11034 0.70620 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.2938 0.0283 10.382 <2e-16 *** Output:regressor 0.8221 0.4516 1.821 0.0707 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2829 on 149 degrees of freedom Output:Multiple R-squared: 0.02176, Adjusted R-squared: 0.0152 Output:F-statistic: 3.315 on 1 and 149 DF, p-value: 0.07067 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.2653 0.265278 3.3148 0.07067 . Output:Residuals 149 11.9243 0.080029 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.08126379 Output:[1] 0.002616674 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008008067 -0.007430856 Output:regressor -0.0074308565 0.203894463 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.293805 0.048533 6.0537 1.099e-08 *** Output:regressor 0.822110 0.489504 1.6795 0.09516 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
ES | ES | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.611e-16 -2.180e-17 -1.118e-17 6.900e-19 2.293e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.614e-16 3.738e-17 9.669e+00 <2e-16 *** Output:regressor 1.000e+00 5.860e-17 1.707e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.908e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.912e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 10.607 10.607 2.9124e+32 < 2.2e-16 *** Output:Residuals 149 0.000 0.000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.07071294 Output:[1] 0.07071294 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.397079e-33 -1.992195e-33 Output:regressor -1.992195e-33 3.433585e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.6139e-16 4.3622e-17 8.2846e+00 6.322e-14 *** Output:regressor 1.0000e+00 5.6582e-17 1.7673e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | RO | 0.2109 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.52884 -0.20011 -0.04736 0.20393 0.54848 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.24708 0.05541 4.459 1.61e-05 *** Output:regressor 0.69960 0.10914 6.410 1.81e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2362 on 149 degrees of freedom Output:Multiple R-squared: 0.2162, Adjusted R-squared: 0.2109 Output:F-statistic: 41.09 on 1 and 149 DF, p-value: 1.806e-09 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.2929 2.2929 41.093 1.806e-09 *** Output:Residuals 149 8.3140 0.0558 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.07071294 Output:[1] 0.03123148 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003070195 -0.005671606 Output:regressor -0.005671606 0.011910808 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.247076 0.099697 2.4783 0.01432 * Output:regressor 0.699604 0.166496 4.2019 4.541e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | DE | 0.1704 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.49694 -0.15877 -0.00797 0.18314 0.51385 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.45354 0.02988 15.177 < 2e-16 *** Output:regressor 0.39122 0.06937 5.639 8.32e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2422 on 149 degrees of freedom Output:Multiple R-squared: 0.1759, Adjusted R-squared: 0.1704 Output:F-statistic: 31.8 on 1 and 149 DF, p-value: 8.323e-08 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.8657 1.86566 31.801 8.323e-08 *** Output:Residuals 149 8.7413 0.05867 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.07071294 Output:[1] 0.08126379 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008930219 -0.001558232 Output:regressor -0.0015582324 0.004812829 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.453544 0.050736 8.9394 1.396e-15 *** Output:regressor 0.391221 0.076147 5.1377 8.587e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | CH | 0.0512 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.69076 -0.17931 -0.01662 0.20621 0.46725 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.53275 0.02631 20.252 < 2e-16 *** Output:regressor 0.32401 0.10745 3.016 0.00302 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.259 on 149 degrees of freedom Output:Multiple R-squared: 0.05752, Adjusted R-squared: 0.0512 Output:F-statistic: 9.094 on 1 and 149 DF, p-value: 0.003016 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.6101 0.61012 9.0936 0.003016 ** Output:Residuals 149 9.9968 0.06709 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.07071294 Output:[1] 0.03874353 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006919835 -0.001690912 Output:regressor -0.0016909119 0.011544775 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.532752 0.040729 13.0804 < 2e-16 *** Output:regressor 0.324012 0.147463 2.1972 0.02955 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | FR | 0.0364 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.54351 -0.18476 -0.01773 0.22519 0.48491 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.51509 0.03298 15.618 <2e-16 *** Output:regressor 0.18006 0.06975 2.581 0.0108 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.261 on 149 degrees of freedom Output:Multiple R-squared: 0.04281, Adjusted R-squared: 0.03638 Output:F-statistic: 6.664 on 1 and 149 DF, p-value: 0.0108 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.4541 0.45406 6.6637 0.0108 * Output:Residuals 149 10.1529 0.06814 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.07071294 Output:[1] 0.09336266 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001087697 -0.001759734 Output:regressor -0.001759734 0.004865622 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.515085 0.052005 9.9045 < 2e-16 *** Output:regressor 0.180064 0.089826 2.0046 0.04682 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | IT | 0.0207 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.63372 -0.19124 -0.02081 0.22299 0.48809 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.51191 0.03970 12.895 <2e-16 *** Output:regressor 0.12181 0.05961 2.043 0.0428 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2631 on 149 degrees of freedom Output:Multiple R-squared: 0.02726, Adjusted R-squared: 0.02073 Output:F-statistic: 4.175 on 1 and 149 DF, p-value: 0.04278 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.2891 0.289127 4.1753 0.04278 * Output:Residuals 149 10.3178 0.069247 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.07071294 Output:[1] 0.1299028 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001575914 -0.001992670 Output:regressor -0.001992670 0.003553788 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.511906 0.073279 6.9857 8.782e-11 *** Output:regressor 0.121812 0.086314 1.4113 0.1603 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | GB | 0.0159 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.59016 -0.19303 -0.02524 0.22064 0.44821 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.55179 0.02639 20.911 <2e-16 *** Output:regressor 0.77990 0.42105 1.852 0.066 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2638 on 149 degrees of freedom Output:Multiple R-squared: 0.02251, Adjusted R-squared: 0.01595 Output:F-statistic: 3.431 on 1 and 149 DF, p-value: 0.06597 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.2387 0.238738 3.4309 0.06597 . Output:Residuals 149 10.3682 0.069585 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.07071294 Output:[1] 0.002616674 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006963037 -0.006461151 Output:regressor -0.0064611507 0.177286811 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.551785 0.049814 11.0769 <2e-16 *** Output:regressor 0.779902 0.462597 1.6859 0.0939 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
FR | FR | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.804e-15 -8.130e-18 1.311e-17 2.653e-17 2.376e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.891e-16 2.953e-17 9.789e+00 <2e-16 *** Output:regressor 1.000e+00 6.247e-17 1.601e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.338e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.563e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 14.004 14.004 2.5627e+32 < 2.2e-16 *** Output:Residuals 149 0.000 0.000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.09336266 Output:[1] 0.09336266 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.723032e-34 -1.411259e-33 Output:regressor -1.411259e-33 3.902097e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.8912e-16 1.0264e-17 2.8168e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 6.5417e-17 1.5287e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | CH | 0.0903 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.49318 -0.22141 -0.07771 0.22738 0.70892 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.2911 0.0296 9.835 < 2e-16 *** Output:regressor 0.4819 0.1209 3.987 0.000105 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2914 on 149 degrees of freedom Output:Multiple R-squared: 0.09639, Adjusted R-squared: 0.09032 Output:F-statistic: 15.89 on 1 and 149 DF, p-value: 0.0001046 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.3498 1.34982 15.893 0.0001046 *** Output:Residuals 149 12.6546 0.08493 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.09336266 Output:[1] 0.03874353 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008759538 -0.002140457 Output:regressor -0.0021404567 0.014614061 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.291079 0.038787 7.5045 5.185e-12 *** Output:regressor 0.481940 0.129132 3.7322 0.0002695 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | DE | 0.0456 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.49533 -0.21526 -0.08478 0.22390 0.71742 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.28258 0.03683 7.673 2.03e-12 *** Output:regressor 0.24427 0.08550 2.857 0.00489 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2985 on 149 degrees of freedom Output:Multiple R-squared: 0.05194, Adjusted R-squared: 0.04557 Output:F-statistic: 8.162 on 1 and 149 DF, p-value: 0.004889 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.7273 0.72732 8.1623 0.004889 ** Output:Residuals 149 13.2771 0.08911 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.09336266 Output:[1] 0.08126379 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001356406 -0.002366790 Output:regressor -0.002366790 0.007310176 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.28258 0.05379 5.2534 5.072e-07 *** Output:regressor 0.24427 0.08690 2.8109 0.005605 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | ES | 0.0364 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.46147 -0.21100 -0.09305 0.22784 0.68712 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.22373 0.05875 3.808 0.000204 *** Output:regressor 0.23774 0.09210 2.581 0.010804 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2999 on 149 degrees of freedom Output:Multiple R-squared: 0.04281, Adjusted R-squared: 0.03638 Output:F-statistic: 6.664 on 1 and 149 DF, p-value: 0.0108 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.5995 0.59950 6.6637 0.0108 * Output:Residuals 149 13.4049 0.08997 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.09336266 Output:[1] 0.07071294 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003451120 -0.004921199 Output:regressor -0.004921199 0.008481780 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.223729 0.076177 2.9370 0.003841 ** Output:regressor 0.237739 0.106567 2.2309 0.027183 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | RO | 0.0120 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.4561 -0.2237 -0.1187 0.2372 0.6973 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.24949 0.07124 3.502 0.00061 *** Output:regressor 0.23557 0.14032 1.679 0.09529 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3037 on 149 degrees of freedom Output:Multiple R-squared: 0.01856, Adjusted R-squared: 0.01198 Output:F-statistic: 2.818 on 1 and 149 DF, p-value: 0.09529 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.260 0.259970 2.8183 0.09529 . Output:Residuals 149 13.744 0.092244 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.09336266 Output:[1] 0.03123148 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005075529 -0.009376083 Output:regressor -0.009376083 0.019690493 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.249495 0.089794 2.7785 0.006164 ** Output:regressor 0.235570 0.154740 1.5224 0.130039 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | IT | -0.0008 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.3902 -0.2419 -0.1069 0.2155 0.6747 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.32526 0.04611 7.053 6.1e-11 *** Output:regressor 0.06493 0.06925 0.938 0.35 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3057 on 149 degrees of freedom Output:Multiple R-squared: 0.005866, Adjusted R-squared: -0.0008062 Output:F-statistic: 0.8792 on 1 and 149 DF, p-value: 0.3499 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0821 0.082148 0.8792 0.3499 Output:Residuals 149 13.9223 0.093438 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.09336266 Output:[1] 0.1299028 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002126446 -0.002688792 Output:regressor -0.002688792 0.004795272 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.325260 0.071612 4.5420 1.143e-05 *** Output:regressor 0.064930 0.102265 0.6349 0.5265 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | GB | -0.0067 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.3629 -0.2456 -0.1079 0.2405 0.6379 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.36294 0.03067 11.835 <2e-16 *** Output:regressor -0.03480 0.48934 -0.071 0.943 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3066 on 149 degrees of freedom Output:Multiple R-squared: 3.394e-05, Adjusted R-squared: -0.006677 Output:F-statistic: 0.005057 on 1 and 149 DF, p-value: 0.9434 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0005 0.000475 0.0051 0.9434 Output:Residuals 149 14.0039 0.093986 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.09336266 Output:[1] 0.002616674 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.000940470 -0.008726821 Output:regressor -0.008726821 0.239454301 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.362935 0.049165 7.3820 1.02e-11 *** Output:regressor -0.034798 0.593960 -0.0586 0.9534 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
GB | GB | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.391e-17 -5.280e-18 -3.720e-18 -2.570e-18 5.016e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.162e-17 4.152e-18 7.617e+00 2.78e-12 *** Output:regressor 1.000e+00 6.625e-17 1.509e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.15e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.279e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.3925 0.3925 2.2786e+32 < 2.2e-16 *** Output:Residuals 149 0.0000 0.0000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.002616674 Output:[1] 0.002616674 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.723678e-35 -1.599438e-34 Output:regressor -1.599438e-34 4.388680e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.1622e-17 4.7942e-18 6.5959e+00 6.91e-10 *** Output:regressor 1.0000e+00 4.5809e-17 2.1830e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | RO | 0.0182 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.05869 -0.02672 -0.01046 0.01126 0.33829 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.01474 0.01189 1.240 0.2169 Output:regressor 0.04558 0.02342 1.946 0.0535 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.05068 on 149 degrees of freedom Output:Multiple R-squared: 0.02479, Adjusted R-squared: 0.01825 Output:F-statistic: 3.788 on 1 and 149 DF, p-value: 0.05351 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00973 0.0097308 3.7879 0.05351 . Output:Residuals 149 0.38277 0.0025689 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.002616674 Output:[1] 0.03123148 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001413490 -0.0002611156 Output:regressor -0.0002611156 0.0005483628 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0147427 0.0092657 1.5911 0.11371 Output:regressor 0.0455757 0.0223536 2.0389 0.04323 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | ES | 0.0159 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.04856 -0.02697 -0.00993 0.01367 0.35343 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.019700 0.009939 1.982 0.0493 * Output:regressor 0.028860 0.015581 1.852 0.0660 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.05074 on 149 degrees of freedom Output:Multiple R-squared: 0.02251, Adjusted R-squared: 0.01595 Output:F-statistic: 3.431 on 1 and 149 DF, p-value: 0.06597 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00883 0.0088343 3.4309 0.06597 . Output:Residuals 149 0.38367 0.0025749 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.002616674 Output:[1] 0.07071294 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.877585e-05 -0.0001408516 Output:regressor -1.408516e-04 0.0002427603 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0197000 0.0076387 2.5790 0.01088 * Output:regressor 0.0288596 0.0141357 2.0416 0.04295 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | DE | 0.0152 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.05435 -0.02763 -0.01046 0.01482 0.33275 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.027874 0.006263 4.451 1.67e-05 *** Output:regressor 0.026472 0.014540 1.821 0.0707 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.05076 on 149 degrees of freedom Output:Multiple R-squared: 0.02176, Adjusted R-squared: 0.0152 Output:F-statistic: 3.315 on 1 and 149 DF, p-value: 0.07067 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00854 0.0085419 3.3148 0.07067 . Output:Residuals 149 0.38396 0.0025769 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.002616674 Output:[1] 0.08126379 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.922583e-05 -6.844509e-05 Output:regressor -6.844509e-05 2.114027e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0278740 0.0058307 4.7805 4.157e-06 *** Output:regressor 0.0264718 0.0221970 1.1926 0.2349 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | IT | 0.0005 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.04318 -0.03084 -0.01092 0.01194 0.34392 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.043178 0.007715 5.597 1.02e-07 *** Output:regressor -0.012009 0.011585 -1.037 0.302 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.05114 on 149 degrees of freedom Output:Multiple R-squared: 0.00716, Adjusted R-squared: 0.0004966 Output:F-statistic: 1.075 on 1 and 149 DF, p-value: 0.3016 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00281 0.0028103 1.0745 0.3016 Output:Residuals 149 0.38969 0.0026154 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.002616674 Output:[1] 0.1299028 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.952029e-05 -7.526062e-05 Output:regressor -7.526062e-05 1.342221e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.043178 0.010743 4.0192 9.239e-05 *** Output:regressor -0.012009 0.013947 -0.8611 0.3906 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | CH | -0.0003 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.05142 -0.02934 -0.01259 0.01216 0.35368 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.033418 0.005196 6.432 1.62e-09 *** Output:regressor 0.020663 0.021223 0.974 0.332 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.05116 on 149 degrees of freedom Output:Multiple R-squared: 0.006322, Adjusted R-squared: -0.000347 Output:F-statistic: 0.948 on 1 and 149 DF, p-value: 0.3318 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00248 0.0024814 0.948 0.3318 Output:Residuals 149 0.39002 0.0026176 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.002616674 Output:[1] 0.03874353 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.699729e-05 -6.596983e-05 Output:regressor -6.596983e-05 4.504119e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0334182 0.0049717 6.7216 3.575e-10 *** Output:regressor 0.0206634 0.0213666 0.9671 0.3351 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | FR | -0.0067 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.03680 -0.02911 -0.01342 0.01350 0.35052 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0367973 0.0064844 5.675 7.02e-08 *** Output:regressor -0.0009753 0.0137147 -0.071 0.943 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.05132 on 149 degrees of freedom Output:Multiple R-squared: 3.394e-05, Adjusted R-squared: -0.006677 Output:F-statistic: 0.005057 on 1 and 149 DF, p-value: 0.9434 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00001 0.00001332 0.0051 0.9434 Output:Residuals 149 0.39249 0.00263415 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.002616674 Output:[1] 0.09336266 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.204794e-05 -6.802743e-05 Output:regressor -6.802743e-05 1.880942e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.03679734 0.00724135 5.0816 1.106e-06 *** Output:regressor -0.00097527 0.01529336 -0.0638 0.9492 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
IT | IT | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.850e-16 -3.693e-17 -7.470e-18 2.270e-18 2.664e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.891e-16 3.342e-17 8.651e+00 7.55e-15 *** Output:regressor 1.000e+00 5.018e-17 1.993e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.215e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.971e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 19.485 19.485 3.9708e+32 < 2.2e-16 *** Output:Residuals 149 0.000 0.000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1299028 Output:[1] 0.1299028 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.116764e-33 -1.412096e-33 Output:regressor -1.412096e-33 2.518375e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.8912e-16 5.7506e-17 5.0275e+00 1.408e-06 *** Output:regressor 1.0000e+00 7.2655e-17 1.3764e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | DE | 0.0677 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.67201 -0.32827 0.01196 0.32799 0.67173 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.67201 0.04294 15.651 < 2e-16 *** Output:regressor -0.34374 0.09968 -3.449 0.000733 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.348 on 149 degrees of freedom Output:Multiple R-squared: 0.07392, Adjusted R-squared: 0.0677 Output:F-statistic: 11.89 on 1 and 149 DF, p-value: 0.0007329 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.4403 1.44031 11.893 0.0007329 *** Output:Residuals 149 18.0451 0.12111 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1299028 Output:[1] 0.08126379 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001843515 -0.003216747 Output:regressor -0.003216747 0.009935392 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.672010 0.056544 11.8848 < 2e-16 *** Output:regressor -0.343743 0.164650 -2.0877 0.03852 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | ES | 0.0207 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.65466 -0.25401 0.03961 0.34534 0.56912 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.43088 0.06986 6.168 6.19e-09 *** Output:regressor 0.22377 0.10951 2.043 0.0428 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3567 on 149 degrees of freedom Output:Multiple R-squared: 0.02726, Adjusted R-squared: 0.02073 Output:F-statistic: 4.175 on 1 and 149 DF, p-value: 0.04278 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.5311 0.53114 4.1753 0.04278 * Output:Residuals 149 18.9543 0.12721 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1299028 Output:[1] 0.07071294 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004879823 -0.006958489 Output:regressor -0.006958489 0.011993089 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.430882 0.081995 5.2550 5.035e-07 *** Output:regressor 0.223774 0.154407 1.4492 0.1494 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | GB | 0.0005 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.58245 -0.29623 0.03687 0.38238 0.49705 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.58245 0.03604 16.159 <2e-16 *** Output:regressor -0.59620 0.57515 -1.037 0.302 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3603 on 149 degrees of freedom Output:Multiple R-squared: 0.00716, Adjusted R-squared: 0.0004966 Output:F-statistic: 1.075 on 1 and 149 DF, p-value: 0.3016 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1395 0.13952 1.0745 0.3016 Output:Residuals 149 19.3459 0.12984 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1299028 Output:[1] 0.002616674 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001299225 -0.01205579 Output:regressor -0.012055787 0.33079742 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.582445 0.054805 10.6276 <2e-16 *** Output:regressor -0.596198 0.544703 -1.0945 0.2755 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | FR | -0.0008 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.61839 -0.28474 0.03874 0.37149 0.47196 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.52804 0.04556 11.591 <2e-16 *** Output:regressor 0.09034 0.09635 0.938 0.35 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3606 on 149 degrees of freedom Output:Multiple R-squared: 0.005866, Adjusted R-squared: -0.0008062 Output:F-statistic: 0.8792 on 1 and 149 DF, p-value: 0.3499 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1143 0.11430 0.8792 0.3499 Output:Residuals 149 19.3711 0.13001 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1299028 Output:[1] 0.09336266 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002075265 -0.003357476 Output:regressor -0.003357476 0.009283338 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.528044 0.067452 7.8284 8.49e-13 *** Output:regressor 0.090342 0.141060 0.6404 0.5229 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | CH | -0.0025 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.65842 -0.28707 0.03273 0.37644 0.45673 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.54327 0.03665 14.824 <2e-16 *** Output:regressor 0.11912 0.14969 0.796 0.427 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3609 on 149 degrees of freedom Output:Multiple R-squared: 0.004232, Adjusted R-squared: -0.002451 Output:F-statistic: 0.6332 on 1 and 149 DF, p-value: 0.4274 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0825 0.082457 0.6332 0.4274 Output:Residuals 149 19.4030 0.130221 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1299028 Output:[1] 0.03874353 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001343080 -0.003281913 Output:regressor -0.003281913 0.022407404 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.543271 0.054822 9.9097 <2e-16 *** Output:regressor 0.119115 0.250525 0.4755 0.6352 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | RO | -0.0059 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.57653 -0.29809 0.02294 0.37771 0.46079 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.58897 0.08479 6.946 1.09e-10 *** Output:regressor -0.05933 0.16701 -0.355 0.723 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3615 on 149 degrees of freedom Output:Multiple R-squared: 0.0008464, Adjusted R-squared: -0.005859 Output:F-statistic: 0.1262 on 1 and 149 DF, p-value: 0.7229 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0165 0.016492 0.1262 0.7229 Output:Residuals 149 19.4689 0.130664 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1299028 Output:[1] 0.03123148 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.007189469 -0.01328119 Output:regressor -0.013281188 0.02789151 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.588970 0.121169 4.8607 2.936e-06 *** Output:regressor -0.059332 0.295088 -0.2011 0.8409 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
RO | RO | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.199e-15 6.330e-18 1.314e-17 1.895e-17 1.755e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 5.059e-16 4.262e-17 1.187e+01 <2e-16 *** Output:regressor 1.000e+00 8.395e-17 1.191e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.817e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.419e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 4.6847 4.6847 1.4189e+32 < 2.2e-16 *** Output:Residuals 149 0.0000 0.0000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03123148 Output:[1] 0.03123148 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.816687e-33 -3.355987e-33 Output:regressor -3.355987e-33 7.047830e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 5.0595e-16 6.1661e-18 8.2053e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 2.4988e-17 4.0019e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | ES | 0.2109 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.38644 -0.09985 -0.02297 0.08386 0.54600 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.29689 0.03075 9.656 < 2e-16 *** Output:regressor 0.30899 0.04820 6.410 1.81e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.157 on 149 degrees of freedom Output:Multiple R-squared: 0.2162, Adjusted R-squared: 0.2109 Output:F-statistic: 41.09 on 1 and 149 DF, p-value: 1.806e-09 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.0127 1.01270 41.093 1.806e-09 *** Output:Residuals 149 3.6720 0.02464 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03123148 Output:[1] 0.07071294 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0009453695 -0.001348070 Output:regressor -0.0013480700 0.002323424 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.296894 0.031410 9.4522 < 2.2e-16 *** Output:regressor 0.308991 0.045647 6.7691 2.783e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | DE | 0.1154 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.45835 -0.11905 -0.03214 0.11042 0.45010 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.40627 0.02051 19.811 < 2e-16 *** Output:regressor 0.21589 0.04761 4.535 1.18e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1662 on 149 degrees of freedom Output:Multiple R-squared: 0.1213, Adjusted R-squared: 0.1154 Output:F-statistic: 20.56 on 1 and 149 DF, p-value: 1.177e-05 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.5682 0.56816 20.565 1.177e-05 *** Output:Residuals 149 4.1166 0.02763 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03123148 Output:[1] 0.08126379 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0004205539 -0.0007338238 Output:regressor -0.0007338238 0.0022665221 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.406274 0.028317 14.3472 < 2.2e-16 *** Output:regressor 0.215895 0.060214 3.5855 0.0004554 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | GB | 0.0182 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.38968 -0.14837 -0.03405 0.12140 0.50794 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.45635 0.01752 26.053 <2e-16 *** Output:regressor 0.54397 0.27950 1.946 0.0535 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1751 on 149 degrees of freedom Output:Multiple R-squared: 0.02479, Adjusted R-squared: 0.01825 Output:F-statistic: 3.788 on 1 and 149 DF, p-value: 0.05351 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1161 0.116143 3.7879 0.05351 . Output:Residuals 149 4.5686 0.030662 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03123148 Output:[1] 0.002616674 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0003068148 -0.00284700 Output:regressor -0.0028470001 0.07811853 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.456348 0.028744 15.8765 < 2e-16 *** Output:regressor 0.543972 0.223434 2.4346 0.01609 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | FR | 0.0120 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.43091 -0.13524 -0.01552 0.11541 0.49128 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.44767 0.02219 20.171 <2e-16 *** Output:regressor 0.07880 0.04694 1.679 0.0953 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1757 on 149 degrees of freedom Output:Multiple R-squared: 0.01856, Adjusted R-squared: 0.01198 Output:F-statistic: 2.818 on 1 and 149 DF, p-value: 0.09529 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0870 0.086965 2.8183 0.09529 . Output:Residuals 149 4.5978 0.030857 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03123148 Output:[1] 0.09336266 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0004925663 -0.0007969004 Output:regressor -0.0007969004 0.0022034100 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.447673 0.028935 15.472 <2e-16 *** Output:regressor 0.078802 0.054421 1.448 0.1497 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | CH | 0.0047 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.39549 -0.14595 -0.01055 0.11747 0.48390 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.46216 0.01791 25.812 <2e-16 *** Output:regressor 0.09568 0.07313 1.308 0.193 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1763 on 149 degrees of freedom Output:Multiple R-squared: 0.01136, Adjusted R-squared: 0.004721 Output:F-statistic: 1.711 on 1 and 149 DF, p-value: 0.1928 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0532 0.053199 1.7114 0.1928 Output:Residuals 149 4.6315 0.031084 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03123148 Output:[1] 0.03874353 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0003205956 -0.0007833985 Output:regressor -0.0007833985 0.0053486873 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.462160 0.027175 17.0068 <2e-16 *** Output:regressor 0.095676 0.082689 1.1571 0.2491 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | IT | -0.0059 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.40324 -0.14708 0.00014 0.12506 0.48011 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.48417 0.02674 18.108 <2e-16 *** Output:regressor -0.01426 0.04015 -0.355 0.723 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1772 on 149 degrees of freedom Output:Multiple R-squared: 0.0008464, Adjusted R-squared: -0.005859 Output:F-statistic: 0.1262 on 1 and 149 DF, p-value: 0.7229 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0040 0.003965 0.1262 0.7229 Output:Residuals 149 4.6808 0.031414 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03123148 Output:[1] 0.1299028 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0007149259 -0.0009039904 Output:regressor -0.0009039904 0.0016122037 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.484172 0.057669 8.3957 3.331e-14 *** Output:regressor -0.014265 0.071773 -0.1987 0.8427 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
CH | CH | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.858e-15 -2.075e-16 -1.380e-16 -8.280e-17 2.239e-14 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.951e-16 1.649e-16 4.822e+00 3.48e-06 *** Output:regressor 1.000e+00 1.281e-16 7.806e+15 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.848e-15 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 6.093e+31 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 208.12 208.12 6.093e+31 < 2.2e-16 *** Output:Residuals 149 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.387479 Output:[1] 1.387479 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.719009e-32 8.659821e-33 Output:regressor 8.659821e-33 1.641221e-32 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.9507e-16 1.7584e-16 4.5216e+00 1.244e-05 *** Output:regressor 1.0000e+00 6.0434e-17 1.6547e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | IT | 0.5605 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.3331 -0.5641 -0.1204 0.3510 1.9957 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.72275 0.11032 6.551 8.72e-10 *** Output:regressor 0.24017 0.01732 13.866 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7809 on 149 degrees of freedom Output:Multiple R-squared: 0.5634, Adjusted R-squared: 0.5605 Output:F-statistic: 192.3 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 117.25 117.25 192.26 < 2.2e-16 *** Output:Residuals 149 90.87 0.61 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.387479 Output:[1] 13.55147 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.012171052 0.0015620040 Output:regressor 0.001562004 0.0003000234 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.72275 0.73441 0.9841 0.3267 Output:regressor 0.24017 0.19649 1.2223 0.2235 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | FR | 0.5010 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.2161 -0.6165 -0.2582 0.4250 2.0404 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.08724 0.07658 -1.139 0.256 Output:regressor 0.33932 0.02756 12.313 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8321 on 149 degrees of freedom Output:Multiple R-squared: 0.5043, Adjusted R-squared: 0.501 Output:F-statistic: 151.6 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 104.97 104.965 151.61 < 2.2e-16 *** Output:Residuals 149 103.16 0.692 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.387479 Output:[1] 6.077441 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0058642926 0.0009856932 Output:regressor 0.0009856932 0.0007594525 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.087235 0.277546 -0.3143 0.7537 Output:regressor 0.339325 0.745106 0.4554 0.6495 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | GB | 0.3891 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.71195 -0.87684 0.08427 0.75801 2.66071 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.2135 0.1024 -11.850 <2e-16 *** Output:regressor 4.4880 0.4568 9.825 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9207 on 149 degrees of freedom Output:Multiple R-squared: 0.3932, Adjusted R-squared: 0.3891 Output:F-statistic: 96.54 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 81.826 81.826 96.537 < 2.2e-16 *** Output:Residuals 149 126.295 0.848 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.387479 Output:[1] 0.02708241 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01048564 -0.03188428 Output:regressor -0.03188428 0.20865201 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.21347 0.54345 -2.2329 0.0270471 * Output:regressor 4.48805 1.15794 3.8759 0.0001588 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | ES | 0.1728 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.51296 -1.01938 -0.06165 1.05781 1.97524 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.27949 0.15839 -8.078 2.06e-13 *** Output:regressor 0.25438 0.04474 5.686 6.67e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.071 on 149 degrees of freedom Output:Multiple R-squared: 0.1783, Adjusted R-squared: 0.1728 Output:F-statistic: 32.33 on 1 and 149 DF, p-value: 6.667e-08 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 37.102 37.102 32.325 6.667e-08 *** Output:Residuals 149 171.019 1.148 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.387479 Output:[1] 3.822408 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.025088407 -0.005916648 Output:regressor -0.005916648 0.002001848 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.27949 2.09992 -0.6093 0.5432 Output:regressor 0.25438 0.35237 0.7219 0.4715 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | RO | 0.1195 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.54854 -1.11185 0.00956 1.03900 1.85797 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.41830 0.21268 -6.669 4.72e-10 *** Output:regressor 0.31694 0.06858 4.622 8.19e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.105 on 149 degrees of freedom Output:Multiple R-squared: 0.1254, Adjusted R-squared: 0.1195 Output:F-statistic: 21.36 on 1 and 149 DF, p-value: 8.186e-06 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 26.093 26.0933 21.359 8.186e-06 *** Output:Residuals 149 182.028 1.2217 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.387479 Output:[1] 1.731718 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04523080 -0.013216455 Output:regressor -0.01321645 0.004703105 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.41830 2.20597 -0.6429 0.5213 Output:regressor 0.31694 0.55789 0.5681 0.5708 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | DE | 0.0178 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.62595 -1.14768 -0.05574 1.18410 1.89362 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.85098 0.19261 -4.418 1.91e-05 *** Output:regressor 0.04236 0.02195 1.930 0.0555 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.167 on 149 degrees of freedom Output:Multiple R-squared: 0.02438, Adjusted R-squared: 0.01783 Output:F-statistic: 3.724 on 1 and 149 DF, p-value: 0.05554 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 5.075 5.0745 3.7238 0.05554 . Output:Residuals 149 203.047 1.3627 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.387479 Output:[1] 18.8536 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.037099905 -0.0036781029 Output:regressor -0.003678103 0.0004818648 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.85098 2.03342 -0.4185 0.6762 Output:regressor 0.04236 0.25420 0.1666 0.8679 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
DE | DE | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.519e-15 -2.474e-16 -7.320e-17 9.970e-17 1.396e-14 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.156e-15 1.965e-16 5.885e+00 2.54e-08 *** Output:regressor 1.000e+00 2.240e-17 4.465e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.191e-15 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.993e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2828 2828 1.9935e+33 < 2.2e-16 *** Output:Residuals 149 0 0 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 18.8536 Output:[1] 18.8536 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.862259e-32 -3.829063e-33 Output:regressor -3.829063e-33 5.016419e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.1565e-15 3.6897e-16 3.1343e+00 0.002075 ** Output:regressor 1.0000e+00 3.6911e-17 2.7092e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | RO | 0.6963 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.4056 -1.6799 -0.5288 1.1238 5.4891 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.1153 0.4604 -0.25 0.803 Output:regressor 2.7573 0.1485 18.57 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.393 on 149 degrees of freedom Output:Multiple R-squared: 0.6983, Adjusted R-squared: 0.6963 Output:F-statistic: 344.9 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1974.83 1974.83 344.87 < 2.2e-16 *** Output:Residuals 149 853.21 5.73 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 18.8536 Output:[1] 1.731718 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.21200726 -0.06194859 Output:regressor -0.06194859 0.02204455 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.11532 4.72642 -0.0244 0.980567 Output:regressor 2.75728 0.99224 2.7788 0.006158 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | ES | 0.5540 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-6.0853 -1.8715 -0.1752 1.8208 6.3094 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.7343 0.4287 6.378 2.13e-09 *** Output:regressor 1.6574 0.1211 13.686 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.9 on 149 degrees of freedom Output:Multiple R-squared: 0.557, Adjusted R-squared: 0.554 Output:F-statistic: 187.3 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1575.1 1575.09 187.31 < 2.2e-16 *** Output:Residuals 149 1253.0 8.41 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 18.8536 Output:[1] 3.822408 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.18380724 -0.04334762 Output:regressor -0.04334762 0.01466630 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.7343 6.7839 0.4031 0.6875 Output:regressor 1.6574 1.2094 1.3704 0.1726 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | FR | 0.3624 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-9.568 -2.351 1.091 2.733 4.909 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 9.0173 0.3191 28.259 <2e-16 *** Output:regressor 1.0665 0.1148 9.288 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.467 on 149 degrees of freedom Output:Multiple R-squared: 0.3667, Adjusted R-squared: 0.3624 Output:F-statistic: 86.26 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1037.0 1036.95 86.263 < 2.2e-16 *** Output:Residuals 149 1791.1 12.02 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 18.8536 Output:[1] 6.077441 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.10182044 0.01711438 Output:regressor 0.01711438 0.01318621 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 9.0173 1.2176 7.4056 8.954e-12 *** Output:regressor 1.0665 1.4841 0.7186 0.4735 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | GB | 0.3197 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-8.0949 -2.2424 -0.2159 2.8176 5.9803 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 5.3373 0.3983 13.399 < 2e-16 *** Output:regressor 15.0234 1.7769 8.455 2.37e-14 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.581 on 149 degrees of freedom Output:Multiple R-squared: 0.3242, Adjusted R-squared: 0.3197 Output:F-statistic: 71.48 on 1 and 149 DF, p-value: 2.368e-14 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 916.88 916.88 71.483 2.368e-14 *** Output:Residuals 149 1911.16 12.83 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 18.8536 Output:[1] 0.02708241 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.1586734 -0.4824872 Output:regressor -0.4824872 3.1574161 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 5.3373 8.0237 0.6652 0.507 Output:regressor 15.0234 18.2207 0.8245 0.411 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | IT | 0.1289 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-9.998 -3.606 1.615 3.498 4.474 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 9.88668 0.57251 17.269 < 2e-16 *** Output:regressor 0.43287 0.08989 4.816 3.57e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.053 on 149 degrees of freedom Output:Multiple R-squared: 0.1347, Adjusted R-squared: 0.1289 Output:F-statistic: 23.19 on 1 and 149 DF, p-value: 3.571e-06 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 380.88 380.88 23.19 3.571e-06 *** Output:Residuals 149 2447.16 16.42 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 18.8536 Output:[1] 13.55147 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.3277721 0.042065502 Output:regressor 0.0420655 0.008079772 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 9.88668 3.28915 3.0059 0.003109 ** Output:regressor 0.43287 0.58806 0.7361 0.462830 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | CH | 0.0178 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-8.839 -3.240 1.461 3.537 5.215 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.9368 0.3839 20.67 <2e-16 *** Output:regressor 0.5756 0.2983 1.93 0.0555 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.303 on 149 degrees of freedom Output:Multiple R-squared: 0.02438, Adjusted R-squared: 0.01783 Output:F-statistic: 3.724 on 1 and 149 DF, p-value: 0.05554 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 68.95 68.955 3.7238 0.05554 . Output:Residuals 149 2759.09 18.517 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 18.8536 Output:[1] 1.387479 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.14740258 0.04694651 Output:regressor 0.04694651 0.08897365 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.9368 94.2851 0.0842 0.9330 Output:regressor 0.5756 27.2223 0.0211 0.9832 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
ES | ES | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-8.481e-16 -3.763e-17 1.040e-18 7.262e-17 3.714e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 2.176e-17 0.000e+00 1 Output:regressor 1.000e+00 6.146e-18 1.627e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.472e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.647e+34 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 573.36 573.36 2.647e+34 < 2.2e-16 *** Output:Residuals 149 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.822408 Output:[1] 3.822408 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.734676e-34 -1.116588e-34 Output:regressor -1.116588e-34 3.777881e-35 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0000e+00 3.7108e-17 0.0000e+00 1 Output:regressor 1.0000e+00 7.9546e-18 1.2571e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | RO | 0.8784 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.4799 -0.5376 -0.0845 0.5260 1.4336 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.9592 0.1312 -7.312 1.5e-11 *** Output:regressor 1.3931 0.0423 32.932 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.6818 on 149 degrees of freedom Output:Multiple R-squared: 0.8792, Adjusted R-squared: 0.8784 Output:F-statistic: 1085 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 504.10 504.10 1084.5 < 2.2e-16 *** Output:Residuals 149 69.26 0.46 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.822408 Output:[1] 1.731718 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.017208921 -0.005028452 Output:regressor -0.005028452 0.001789386 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.95918 0.81944 -1.1705 0.2437 Output:regressor 1.39308 0.30517 4.5649 1.038e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | DE | 0.5540 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.99193 -0.82533 0.09251 0.99264 2.71496 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.39064 0.21544 1.813 0.0718 . Output:regressor 0.33603 0.02455 13.686 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.306 on 149 degrees of freedom Output:Multiple R-squared: 0.557, Adjusted R-squared: 0.554 Output:F-statistic: 187.3 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 319.34 319.34 187.31 < 2.2e-16 *** Output:Residuals 149 254.03 1.70 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.822408 Output:[1] 18.8536 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.046414470 -0.0046015535 Output:regressor -0.004601554 0.0006028452 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.39064 1.76561 0.2212 0.8252 Output:regressor 0.33603 0.50168 0.6698 0.5040 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | GB | 0.4979 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.0858 -0.7229 0.0577 0.8677 3.7464 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.6702 0.1541 10.84 <2e-16 *** Output:regressor 8.4114 0.6873 12.24 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.385 on 149 degrees of freedom Output:Multiple R-squared: 0.5013, Adjusted R-squared: 0.4979 Output:F-statistic: 149.8 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 287.42 287.419 149.77 < 2.2e-16 *** Output:Residuals 149 285.94 1.919 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.822408 Output:[1] 0.02708241 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02374024 -0.0721883 Output:regressor -0.07218830 0.4724032 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.67024 0.42618 3.9191 0.0001351 *** Output:regressor 8.41141 3.50728 2.3983 0.0177099 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | FR | 0.3913 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.3392 -0.7852 0.0987 1.1513 2.7718 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.60282 0.14038 25.664 <2e-16 *** Output:regressor 0.49867 0.05052 9.871 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.525 on 149 degrees of freedom Output:Multiple R-squared: 0.3954, Adjusted R-squared: 0.3913 Output:F-statistic: 97.43 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 226.69 226.694 97.435 < 2.2e-16 *** Output:Residuals 149 346.67 2.327 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.822408 Output:[1] 6.077441 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.019707411 0.003312499 Output:regressor 0.003312499 0.002552199 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.60282 1.32287 2.7235 0.007232 ** Output:regressor 0.49867 0.46670 1.0685 0.287024 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | CH | 0.1728 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.6563 -1.1117 -0.0376 1.3895 3.4426 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.3254 0.1587 20.960 < 2e-16 *** Output:regressor 0.7008 0.1233 5.686 6.67e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.778 on 149 degrees of freedom Output:Multiple R-squared: 0.1783, Adjusted R-squared: 0.1728 Output:F-statistic: 32.33 on 1 and 149 DF, p-value: 6.667e-08 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 102.21 102.214 32.325 6.667e-08 *** Output:Residuals 149 471.15 3.162 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.822408 Output:[1] 1.387479 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.025170750 0.008016676 Output:regressor 0.008016676 0.015193312 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.3254 3.6857 0.9022 0.3684 Output:regressor 0.7008 1.7744 0.3949 0.6934 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | IT | 0.1666 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.6338 -1.0174 -0.0258 1.2443 3.5641 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 4.10278 0.25214 16.272 < 2e-16 *** Output:regressor 0.22035 0.03959 5.566 1.18e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.785 on 149 degrees of freedom Output:Multiple R-squared: 0.1721, Adjusted R-squared: 0.1666 Output:F-statistic: 30.98 on 1 and 149 DF, p-value: 1.18e-07 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 98.69 98.694 30.98 1.18e-07 *** Output:Residuals 149 474.67 3.186 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 3.822408 Output:[1] 13.55147 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.063576776 0.008159293 Output:regressor 0.008159293 0.001567204 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 4.10278 72.79164 0.0564 0.9551 Output:regressor 0.22035 14.41115 0.0153 0.9878 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
FR | FR | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-5.694e-15 -3.690e-17 3.230e-17 1.166e-16 4.773e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.891e-16 4.558e-17 -6.343e+00 2.55e-09 *** Output:regressor 1.000e+00 1.640e-17 6.097e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.952e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.717e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 911.62 911.62 3.7172e+33 < 2.2e-16 *** Output:Residuals 149 0.00 0.00 Output:--- Output:Error:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.077441 Output:[1] 6.077441 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.077294e-33 3.491597e-34 Output:regressor 3.491597e-34 2.690190e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.8912e-16 5.5250e-17 -5.2329e+00 5.572e-07 *** Output:regressor 1.0000e+00 1.3080e-17 7.6454e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | IT | 0.8564 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.9356 -0.5421 0.1514 0.7026 1.5966 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.93032 0.13199 14.62 <2e-16 *** Output:regressor 0.62006 0.02072 29.92 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9343 on 149 degrees of freedom Output:Multiple R-squared: 0.8573, Adjusted R-squared: 0.8564 Output:F-statistic: 895.2 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 781.54 781.54 895.23 < 2.2e-16 *** Output:Residuals 149 130.08 0.87 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.077441 Output:[1] 13.55147 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.017422526 0.0022359658 Output:regressor 0.002235966 0.0004294753 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.93032 0.72632 2.6577 0.008727 ** Output:regressor 0.62006 0.10037 6.1779 5.898e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | CH | 0.5010 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.7040 -0.5320 0.5111 1.1733 2.0395 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.5137 0.1554 -3.306 0.00119 ** Output:regressor 1.4863 0.1207 12.313 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.741 on 149 degrees of freedom Output:Multiple R-squared: 0.5043, Adjusted R-squared: 0.501 Output:F-statistic: 151.6 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 459.77 459.77 151.61 < 2.2e-16 *** Output:Residuals 149 451.85 3.03 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.077441 Output:[1] 1.387479 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02413978 0.00768832 Output:regressor 0.00768832 0.01457101 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.51365 5.11172 -0.1005 0.9201 Output:regressor 1.48631 1.83063 0.8119 0.4181 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | GB | 0.4616 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.3105 -1.6066 0.0093 1.3738 4.6706 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.8593 0.2012 -14.21 <2e-16 *** Output:regressor 10.2177 0.8974 11.38 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.809 on 149 degrees of freedom Output:Multiple R-squared: 0.4652, Adjusted R-squared: 0.4616 Output:F-statistic: 129.6 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 424.11 424.11 129.63 < 2.2e-16 *** Output:Residuals 149 487.50 3.27 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.077441 Output:[1] 0.02708241 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04047484 -0.1230742 Output:regressor -0.12307416 0.8054024 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.8593 1.0627 -2.6905 0.0079495 ** Output:regressor 10.2177 2.7164 3.7614 0.0002422 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | RO | 0.4282 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.1810 -1.4585 -0.2633 1.3643 5.1039 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -4.7582 0.3587 -13.27 <2e-16 *** Output:regressor 1.2314 0.1157 10.65 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.864 on 149 degrees of freedom Output:Multiple R-squared: 0.432, Adjusted R-squared: 0.4282 Output:F-statistic: 113.3 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 393.85 393.85 113.34 < 2.2e-16 *** Output:Residuals 149 517.76 3.47 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.077441 Output:[1] 1.731718 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.12865482 -0.03759298 Output:regressor -0.03759298 0.01337755 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -4.75819 0.86406 -5.5068 1.562e-07 *** Output:regressor 1.23135 0.47385 2.5986 0.0103 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | ES | 0.3913 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.9673 -1.7281 -0.6025 1.1614 4.4740 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.64128 0.28436 -12.805 <2e-16 *** Output:regressor 0.79286 0.08032 9.871 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.923 on 149 degrees of freedom Output:Multiple R-squared: 0.3954, Adjusted R-squared: 0.3913 Output:F-statistic: 97.43 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 360.43 360.43 97.435 < 2.2e-16 *** Output:Residuals 149 551.18 3.70 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.077441 Output:[1] 3.822408 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.08085822 -0.019068950 Output:regressor -0.01906895 0.006451818 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.64128 1.41500 -2.5733 0.01105 * Output:regressor 0.79286 0.36244 2.1876 0.03026 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | DE | 0.3624 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.4934 -1.4631 -0.5102 1.8417 4.3721 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.92210 0.32480 -12.076 <2e-16 *** Output:regressor 0.34379 0.03702 9.288 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.968 on 149 degrees of freedom Output:Multiple R-squared: 0.3667, Adjusted R-squared: 0.3624 Output:F-statistic: 86.26 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 334.26 334.26 86.263 < 2.2e-16 *** Output:Residuals 149 577.36 3.87 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.077441 Output:[1] 18.8536 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.10549219 -0.010458548 Output:regressor -0.01045855 0.001370164 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.92210 1.32343 -2.9636 0.003541 ** Output:regressor 0.34379 0.32753 1.0497 0.295570 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
GB | GB | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.917e-16 -2.132e-17 -1.504e-17 -6.840e-18 2.160e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.626e-16 1.990e-17 8.172e+00 1.2e-13 *** Output:regressor 1.000e+00 8.877e-17 1.127e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.789e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.269e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 4.0624 4.0624 1.2691e+32 < 2.2e-16 *** Output:Residuals 149 0.0000 0.0000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------"Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02708241 Output:[1] 0.02708241 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.959932e-34 -1.204119e-33 Output:regressor -1.204119e-33 7.879806e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.6263e-16 2.5738e-17 6.3185e+00 2.892e-09 *** Output:regressor 1.0000e+00 7.8243e-17 1.2781e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | RO | 0.5743 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.22831 -0.07730 -0.01995 0.07489 0.40943 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.114176 0.020659 -5.527 1.42e-07 *** Output:regressor 0.095008 0.006662 14.262 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1074 on 149 degrees of freedom Output:Multiple R-squared: 0.5772, Adjusted R-squared: 0.5743 Output:F-statistic: 203.4 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.3447 2.34470 203.39 < 2.2e-16 *** Output:Residuals 149 1.7177 0.01153 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02708241 Output:[1] 1.731718 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0004268084 -0.0001247136 Output:regressor -0.0001247136 0.0000443796 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.114176 0.059638 -1.9145 0.05748 . Output:regressor 0.095008 0.019311 4.9198 2.267e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | ES | 0.4979 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.19469 -0.08308 -0.03039 0.06200 0.40867 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.02333 0.01724 -1.353 0.178 Output:regressor 0.05960 0.00487 12.238 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1166 on 149 degrees of freedom Output:Multiple R-squared: 0.5013, Adjusted R-squared: 0.4979 Output:F-statistic: 149.8 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.0364 2.0364 149.77 < 2.2e-16 *** Output:Residuals 149 2.0259 0.0136 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02708241 Output:[1] 3.822408 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.972046e-04 -7.009033e-05 Output:regressor -7.009033e-05 2.371447e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.023332 0.057476 -0.4059 0.6854 Output:regressor 0.059596 0.011731 5.0803 1.112e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | FR | 0.4616 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.35620 -0.07343 0.00964 0.08907 0.25236 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.211907 0.011113 19.07 <2e-16 *** Output:regressor 0.045532 0.003999 11.38 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1207 on 149 degrees of freedom Output:Multiple R-squared: 0.4652, Adjusted R-squared: 0.4616 Output:F-statistic: 129.6 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.8899 1.88994 129.63 < 2.2e-16 *** Output:Residuals 149 2.1724 0.01458 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02708241 Output:[1] 6.077441 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.234983e-04 2.075807e-05 Output:regressor 2.075807e-05 1.599359e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.211907 0.049965 4.2411 3.888e-05 *** Output:regressor 0.045532 0.013608 3.3459 0.001038 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | CH | 0.3891 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.39596 -0.08106 0.01386 0.10058 0.23220 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.199034 0.011476 17.343 <2e-16 *** Output:regressor 0.087603 0.008916 9.825 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1286 on 149 degrees of freedom Output:Multiple R-squared: 0.3932, Adjusted R-squared: 0.3891 Output:F-statistic: 96.54 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.5972 1.59718 96.537 < 2.2e-16 *** Output:Residuals 149 2.4652 0.01654 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02708241 Output:[1] 1.387479 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001317007 4.194560e-05 Output:regressor 0.0000419456 7.949587e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.199034 0.065213 3.052 0.0026920 ** Output:regressor 0.087603 0.022083 3.967 0.0001127 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | IT | 0.3523 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.41514 -0.09170 0.02011 0.09152 0.25627 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.291792 0.018711 15.595 < 2e-16 *** Output:regressor 0.026695 0.002938 9.087 5.84e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1324 on 149 degrees of freedom Output:Multiple R-squared: 0.3566, Adjusted R-squared: 0.3523 Output:F-statistic: 82.58 on 1 and 149 DF, p-value: 5.839e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.4486 1.44856 82.575 5.839e-16 *** Output:Residuals 149 2.6138 0.01754 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02708241 Output:[1] 13.55147 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.500918e-04 4.492996e-05 Output:regressor 4.492996e-05 8.629965e-06 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.291792 0.088961 3.2800 0.001293 ** Output:regressor 0.026695 0.015630 1.7079 0.089737 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | DE | 0.3197 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.24725 -0.08570 -0.01299 0.09291 0.39852 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.011914 0.022397 -0.532 0.596 Output:regressor 0.021580 0.002552 8.455 2.37e-14 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1357 on 149 degrees of freedom Output:Multiple R-squared: 0.3242, Adjusted R-squared: 0.3197 Output:F-statistic: 71.48 on 1 and 149 DF, p-value: 2.368e-14 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.3171 1.31706 71.483 2.368e-14 *** Output:Residuals 149 2.7453 0.01842 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02708241 Output:[1] 18.8536 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.016089e-04 -4.972975e-05 Output:regressor -4.972975e-05 6.515047e-06 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.011914 0.050197 -0.2373 0.81271 Output:regressor 0.021580 0.011106 1.9431 0.05389 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
IT | IT | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-7.650e-16 -3.180e-16 -9.830e-17 4.830e-17 1.565e-14 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.156e-15 1.857e-16 6.228e+00 4.57e-09 *** Output:regressor 1.000e+00 2.915e-17 3.430e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.314e-15 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.177e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2032.7 2032.7 1.1767e+33 < 2.2e-16 *** Output:Residuals 149 0.0 0.0 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 13.55147 Output:[1] 13.55147 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.447572e-32 4.424533e-33 Output:regressor 4.424533e-33 8.498464e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.1565e-15 3.0979e-16 3.7330e+00 0.0002686 *** Output:regressor 1.0000e+00 3.9981e-17 2.5012e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | FR | 0.8564 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.1677 -1.0644 -0.2271 0.6558 3.4118 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.41177 0.12841 -26.57 <2e-16 *** Output:regressor 1.38262 0.04621 29.92 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.395 on 149 degrees of freedom Output:Multiple R-squared: 0.8573, Adjusted R-squared: 0.8564 Output:F-statistic: 895.2 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1742.67 1742.67 895.23 < 2.2e-16 *** Output:Residuals 149 290.05 1.95 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 13.55147 Output:[1] 6.077441 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.016488617 0.002771471 Output:regressor 0.002771471 0.002135351 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.41177 0.71035 -4.8030 3.772e-06 *** Output:regressor 1.38262 0.19527 7.0807 5.268e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | CH | 0.5605 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-7.3075 -0.3809 0.3834 1.2582 5.4002 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.9686 0.2178 -18.23 <2e-16 *** Output:regressor 2.3457 0.1692 13.87 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.441 on 149 degrees of freedom Output:Multiple R-squared: 0.5634, Adjusted R-squared: 0.5605 Output:F-statistic: 192.3 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1145.20 1145.20 192.26 < 2.2e-16 *** Output:Residuals 149 887.52 5.96 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 13.55147 Output:[1] 1.387479 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04741534 0.01510140 Output:regressor 0.01510140 0.02862037 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.9686 8.5507 -0.4641 0.6432 Output:regressor 2.3457 3.4147 0.6869 0.4932 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | GB | 0.3523 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.7702 -2.2112 0.0597 1.3887 8.8951 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.2475 0.3295 -21.994 < 2e-16 *** Output:regressor 13.3576 1.4700 9.087 5.84e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.963 on 149 degrees of freedom Output:Multiple R-squared: 0.3566, Adjusted R-squared: 0.3523 Output:F-statistic: 82.58 on 1 and 149 DF, p-value: 5.839e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 724.83 724.83 82.575 5.839e-16 *** Output:Residuals 149 1307.89 8.78 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 13.55147 Output:[1] 0.02708241 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.1085874 -0.3301878 Output:regressor -0.3301878 2.1607627 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.2475 1.9759 -3.6680 0.0003397 *** Output:regressor 13.3576 5.1782 2.5796 0.0108585 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | RO | 0.2018 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.2162 -2.7241 -0.7931 1.9609 8.7839 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -8.7839 0.6328 -13.880 < 2e-16 *** Output:regressor 1.2731 0.2041 6.239 4.33e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.289 on 149 degrees of freedom Output:Multiple R-squared: 0.2071, Adjusted R-squared: 0.2018 Output:F-statistic: 38.92 on 1 and 149 DF, p-value: 4.335e-09 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 421.02 421.02 38.923 4.335e-09 *** Output:Residuals 149 1611.70 10.82 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 13.55147 Output:[1] 1.731718 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.4004776 -0.11701970 Output:regressor -0.1170197 0.04164172 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -8.7839 1.8585 -4.7263 5.247e-06 *** Output:regressor 1.2731 0.8560 1.4873 0.1391 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | ES | 0.1666 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.790 -2.944 -1.017 2.132 7.930 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.5151 0.4969 -15.125 < 2e-16 *** Output:regressor 0.7812 0.1403 5.566 1.18e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.361 on 149 degrees of freedom Output:Multiple R-squared: 0.1721, Adjusted R-squared: 0.1666 Output:F-statistic: 30.98 on 1 and 149 DF, p-value: 1.18e-07 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 349.9 349.90 30.98 1.18e-07 *** Output:Residuals 149 1682.8 11.29 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 13.55147 Output:[1] 3.822408 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.24686879 -0.05821955 Output:regressor -0.05821955 0.01969809 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.51515 3.02407 -2.4851 0.01406 * Output:regressor 0.78119 0.81563 0.9578 0.33973 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | DE | 0.1289 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.686 -2.623 -1.410 3.061 7.616 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.58117 0.56691 -13.373 < 2e-16 *** Output:regressor 0.31113 0.06461 4.816 3.57e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.436 on 149 degrees of freedom Output:Multiple R-squared: 0.1347, Adjusted R-squared: 0.1289 Output:F-statistic: 23.19 on 1 and 149 DF, p-value: 3.571e-06 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 273.76 273.765 23.19 3.571e-06 *** Output:Residuals 149 1758.96 11.805 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 13.55147 Output:[1] 18.8536 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.32138864 -0.031862628 Output:regressor -0.03186263 0.004174293 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.58117 3.29858 -2.2983 0.02294 * Output:regressor 0.31113 0.50646 0.6143 0.53994 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
RO | RO | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-6.479e-15 -1.000e-19 4.540e-17 8.820e-17 6.657e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.735e-15 1.055e-16 -1.643e+01 <2e-16 *** Output:regressor 1.000e+00 3.404e-17 2.938e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 5.486e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 8.632e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 259.76 259.76 8.6323e+32 < 2.2e-16 *** Output:Residuals 149 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.731718 Output:[1] 1.731718 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.114094e-32 -3.255386e-33 Output:regressor -3.255386e-33 1.158436e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.7347e-15 2.1108e-16 -8.2182e+00 9.257e-14 *** Output:regressor 1.0000e+00 6.1751e-17 1.6194e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | ES | 0.8784 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.94480 -0.37819 0.05021 0.35032 0.93342 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.94480 0.06784 13.93 <2e-16 *** Output:regressor 0.63113 0.01916 32.93 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4589 on 149 degrees of freedom Output:Multiple R-squared: 0.8792, Adjusted R-squared: 0.8784 Output:F-statistic: 1085 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 228.382 228.382 1084.5 < 2.2e-16 *** Output:Residuals 149 31.376 0.211 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.731718 Output:[1] 3.822408 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004602845 -0.0010854980 Output:regressor -0.001085498 0.0003672691 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.94480 0.44212 2.1370 0.03423 * Output:regressor 0.63113 0.12962 4.8692 2.83e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | DE | 0.6963 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.70531 -0.35689 0.06729 0.53960 1.39387 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.87702 0.11966 7.329 1.36e-11 *** Output:regressor 0.25326 0.01364 18.571 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7252 on 149 degrees of freedom Output:Multiple R-squared: 0.6983, Adjusted R-squared: 0.6963 Output:F-statistic: 344.9 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 181.390 181.390 344.87 < 2.2e-16 *** Output:Residuals 149 78.368 0.526 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.731718 Output:[1] 18.8536 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.014319052 -0.0014195979 Output:regressor -0.001419598 0.0001859802 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.87702 0.53485 1.6397 0.10317 Output:regressor 0.25326 0.14336 1.7666 0.07935 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | GB | 0.5743 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.83540 -0.50325 0.06752 0.57050 1.90716 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.88182 0.09549 19.71 <2e-16 *** Output:regressor 6.07504 0.42597 14.26 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8586 on 149 degrees of freedom Output:Multiple R-squared: 0.5772, Adjusted R-squared: 0.5743 Output:F-statistic: 203.4 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 149.93 149.926 203.39 < 2.2e-16 *** Output:Residuals 149 109.83 0.737 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.731718 Output:[1] 0.02708241 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.009118751 -0.02772791 Output:regressor -0.027727908 0.18145257 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.88182 0.45761 4.1123 6.453e-05 *** Output:regressor 6.07504 1.34264 4.5247 1.228e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | FR | 0.4282 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.3564 -0.4932 -0.0338 0.7704 1.8486 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.26554 0.09158 35.66 <2e-16 *** Output:regressor 0.35086 0.03296 10.65 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9951 on 149 degrees of freedom Output:Multiple R-squared: 0.432, Adjusted R-squared: 0.4282 Output:F-statistic: 113.3 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 112.22 112.22 113.34 < 2.2e-16 *** Output:Residuals 149 147.53 0.99 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.731718 Output:[1] 6.077441 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.008386954 0.001409712 Output:regressor 0.001409712 0.001086149 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.26554 3.42780 0.9527 0.3423 Output:regressor 0.35086 3.57203 0.0982 0.9219 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | IT | 0.2018 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.6572 -0.6525 0.2192 0.8908 1.7253 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.65716 0.16609 22.019 < 2e-16 *** Output:regressor 0.16269 0.02608 6.239 4.33e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.176 on 149 degrees of freedom Output:Multiple R-squared: 0.2071, Adjusted R-squared: 0.2018 Output:F-statistic: 38.92 on 1 and 149 DF, p-value: 4.335e-09 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 53.802 53.802 38.923 4.335e-09 *** Output:Residuals 149 205.956 1.382 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.731718 Output:[1] 13.55147 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.027585658 0.0035402781 Output:regressor 0.003540278 0.0006800023 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.65716 1.02923 3.5533 0.0005099 *** Output:regressor 0.16269 0.21873 0.7438 0.4581643 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | CH | 0.1195 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.0189 -0.5842 0.2940 0.9542 1.8575 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.01888 0.11017 27.402 < 2e-16 *** Output:regressor 0.39558 0.08559 4.622 8.19e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.235 on 149 degrees of freedom Output:Multiple R-squared: 0.1254, Adjusted R-squared: 0.1195 Output:F-statistic: 21.36 on 1 and 149 DF, p-value: 8.186e-06 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 32.567 32.567 21.359 8.186e-06 *** Output:Residuals 149 227.191 1.525 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.731718 Output:[1] 1.387479 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.012137524 0.003865701 Output:regressor 0.003865701 0.007326329 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.01888 2.18191 1.3836 0.1686 Output:regressor 0.39558 0.93414 0.4235 0.6726 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
CH | CH | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.375e-16 -2.895e-17 -1.302e-17 5.470e-18 1.683e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.446e-16 2.074e-17 6.971e+00 9.49e-11 *** Output:regressor 1.000e+00 2.626e-17 3.808e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.457e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.45e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 30.76 30.76 1.4499e+33 < 2.2e-16 *** Output:Residuals 149 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2050651 Output:[1] 0.2050651 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.299988e-34 4.468428e-34 Output:regressor 4.468428e-34 6.896926e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.4456e-16 3.4422e-17 4.1995e+00 4.584e-05 *** Output:regressor 1.0000e+00 3.6976e-17 2.7045e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | ES | 0.5292 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.71431 -0.21136 -0.01279 0.18102 0.66971 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.54888 0.02640 -20.79 <2e-16 *** Output:regressor 0.35171 0.02701 13.02 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3107 on 149 degrees of freedom Output:Multiple R-squared: 0.5323, Adjusted R-squared: 0.5292 Output:F-statistic: 169.6 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 16.374 16.3742 169.6 < 2.2e-16 *** Output:Residuals 149 14.386 0.0965 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2050651 Output:[1] 0.8824545 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006971915 0.0002053318 Output:regressor 0.0002053318 0.0007293867 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.54888 0.11468 -4.7861 4.058e-06 *** Output:regressor 0.35171 0.12894 2.7278 0.007143 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | RO | 0.5002 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.64002 -0.22982 0.00685 0.19040 0.98501 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.40578 0.03266 -12.43 <2e-16 *** Output:regressor 0.52616 0.04280 12.29 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3201 on 149 degrees of freedom Output:Multiple R-squared: 0.5036, Adjusted R-squared: 0.5002 Output:F-statistic: 151.1 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 15.49 15.4896 151.14 < 2.2e-16 *** Output:Residuals 149 15.27 0.1025 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2050651 Output:[1] 0.3729996 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0010665273 0.0008428417 Output:regressor 0.0008428417 0.0018317119 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.405779 0.090285 -4.4944 1.392e-05 *** Output:regressor 0.526163 0.282551 1.8622 0.06455 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | IT | 0.4807 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.62026 -0.22039 -0.01839 0.20940 0.99736 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.30231 0.03949 -7.656 2.23e-12 *** Output:regressor 0.29618 0.02504 11.826 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3263 on 149 degrees of freedom Output:Multiple R-squared: 0.4842, Adjusted R-squared: 0.4807 Output:F-statistic: 139.9 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 14.893 14.8930 139.86 < 2.2e-16 *** Output:Residuals 149 15.867 0.1065 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2050651 Output:[1] 1.131813 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0015591006 0.0007318403 Output:regressor 0.0007318403 0.0006272418 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.30231 0.32569 -0.9282 0.3548 Output:regressor 0.29618 0.65952 0.4491 0.6540 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | FR | 0.3565 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.59459 -0.29293 0.01459 0.23455 0.97882 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.24960 0.05254 -4.751 4.72e-06 *** Output:regressor 0.26333 0.02872 9.170 3.57e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3633 on 149 degrees of freedom Output:Multiple R-squared: 0.3608, Adjusted R-squared: 0.3565 Output:F-statistic: 84.09 on 1 and 149 DF, p-value: 3.572e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 11.097 11.097 84.09 3.572e-16 *** Output:Residuals 149 19.663 0.132 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2050651 Output:[1] 1.066843 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002760353 0.0012472453 Output:regressor 0.001247245 0.0008246454 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.24960 0.35333 -0.7064 0.4810 Output:regressor 0.26333 0.33909 0.7766 0.4386 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | DE | 0.2753 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.00824 -0.24805 0.00868 0.26441 0.88189 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.55504 0.03366 -16.491 < 2e-16 *** Output:regressor 0.20415 0.02681 7.615 2.81e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3855 on 149 degrees of freedom Output:Multiple R-squared: 0.2801, Adjusted R-squared: 0.2753 Output:F-statistic: 57.99 on 1 and 149 DF, p-value: 2.81e-12 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 8.6172 8.6172 57.986 2.81e-12 *** Output:Residuals 149 22.1426 0.1486 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2050651 Output:[1] 1.378334 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0011328206 0.0003268861 Output:regressor 0.0003268861 0.0007187814 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.55504 0.26130 -2.1242 0.03531 * Output:regressor 0.20415 0.22460 0.9090 0.36484 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | GB | 0.0730 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.1544 -0.2750 0.0110 0.2777 0.8479 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.84792 0.06621 -12.806 < 2e-16 *** Output:regressor 1.27208 0.35551 3.578 0.000467 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.436 on 149 degrees of freedom Output:Multiple R-squared: 0.07913, Adjusted R-squared: 0.07295 Output:F-statistic: 12.8 on 1 and 149 DF, p-value: 0.0004672 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.4341 2.43406 12.804 0.0004672 *** Output:Residuals 149 28.3257 0.19011 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2050651 Output:[1] 0.01002786 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004384028 -0.01987358 Output:regressor -0.019873584 0.12638491 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.84792 0.42279 -2.0055 0.04672 * Output:regressor 1.27208 0.96095 1.3238 0.18761 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
DE | DE | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-6.073e-16 -7.900e-17 -4.770e-17 -4.000e-18 6.919e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.168e-16 5.027e-17 4.313e+00 2.91e-05 *** Output:regressor 1.000e+00 4.004e-17 2.497e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 5.758e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 6.236e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 206.75 206.75 6.2363e+32 < 2.2e-16 *** Output:Residuals 149 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.378334 Output:[1] 1.378334 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.527205e-33 7.292491e-34 Output:regressor 7.292491e-34 1.603527e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.1684e-16 4.8612e-17 4.4606e+00 1.601e-05 *** Output:regressor 1.0000e+00 1.2284e-17 8.1407e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | IT | 0.6701 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.30611 -0.48100 -0.09499 0.33983 1.85434 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.60096 0.08159 7.366 1.12e-11 *** Output:regressor 0.90485 0.05175 17.484 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.6743 on 149 degrees of freedom Output:Multiple R-squared: 0.6723, Adjusted R-squared: 0.6701 Output:F-statistic: 305.7 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 139.001 139.001 305.7 < 2.2e-16 *** Output:Residuals 149 67.749 0.455 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.378334 Output:[1] 1.131813 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.006657170 0.003124869 Output:regressor 0.003124869 0.002678246 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.60096 1.12885 0.5324 0.5953 Output:regressor 0.90485 1.45250 0.6230 0.5343 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | ES | 0.6321 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.83882 -0.47037 -0.08408 0.49063 1.74661 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.17452 0.06051 -2.884 0.00451 ** Output:regressor 0.99554 0.06190 16.084 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7121 on 149 degrees of freedom Output:Multiple R-squared: 0.6345, Adjusted R-squared: 0.6321 Output:F-statistic: 258.7 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 131.191 131.191 258.7 < 2.2e-16 *** Output:Residuals 149 75.559 0.507 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.378334 Output:[1] 0.8824545 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003661944 0.001078489 Output:regressor 0.001078489 0.003831047 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.17452 0.48547 -0.3595 0.71974 Output:regressor 0.99554 0.45163 2.2043 0.02903 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | RO | 0.5605 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.51523 -0.51022 0.01026 0.46898 2.06179 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.2092 0.0794 2.635 0.00931 ** Output:regressor 1.4429 0.1041 13.868 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7783 on 149 degrees of freedom Output:Multiple R-squared: 0.5635, Adjusted R-squared: 0.5605 Output:F-statistic: 192.3 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 116.493 116.493 192.31 < 2.2e-16 *** Output:Residuals 149 90.257 0.606 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.378334 Output:[1] 0.3729996 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.006303888 0.004981757 Output:regressor 0.004981757 0.010826640 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.20918 0.47863 0.4370 0.662717 Output:regressor 1.44295 0.46648 3.0933 0.002364 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | FR | 0.4990 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.1209 -0.4419 -0.1442 0.5295 2.2989 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.76364 0.12019 6.354 2.42e-09 *** Output:regressor 0.80558 0.06569 12.263 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.831 on 149 degrees of freedom Output:Multiple R-squared: 0.5023, Adjusted R-squared: 0.499 Output:F-statistic: 150.4 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 103.85 103.852 150.38 < 2.2e-16 *** Output:Residuals 149 102.90 0.691 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.378334 Output:[1] 1.066843 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.014445366 0.006527034 Output:regressor 0.006527034 0.004315501 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.76364 0.99097 0.7706 0.4422 Output:regressor 0.80558 0.67423 1.1948 0.2341 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | CH | 0.2753 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.90218 -0.62755 -0.03811 0.55704 2.73815 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.4343 0.1423 3.052 0.00269 ** Output:regressor 1.3722 0.1802 7.615 2.81e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9994 on 149 degrees of freedom Output:Multiple R-squared: 0.2801, Adjusted R-squared: 0.2753 Output:F-statistic: 57.99 on 1 and 149 DF, p-value: 2.81e-12 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 57.92 57.920 57.986 2.81e-12 *** Output:Residuals 149 148.83 0.999 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.378334 Output:[1] 0.2050651 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02024575 0.02103882 Output:regressor 0.02103882 0.03247298 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.43426 1.23222 0.3524 0.7250 Output:regressor 1.37221 1.06433 1.2893 0.1993 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | GB | 0.1399 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.6019 -0.8520 -0.2414 1.0034 2.6635 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.1582 0.1653 -7.005 7.93e-11 *** Output:regressor 4.4736 0.8878 5.039 1.34e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.089 on 149 degrees of freedom Output:Multiple R-squared: 0.1456, Adjusted R-squared: 0.1399 Output:F-statistic: 25.39 on 1 and 149 DF, p-value: 1.337e-06 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 30.103 30.1029 25.391 1.337e-06 *** Output:Residuals 149 176.647 1.1856 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.378334 Output:[1] 0.01002786 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02734005 -0.1239374 Output:regressor -0.12393736 0.7881725 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.1582 0.5476 -2.1151 0.03609 * Output:regressor 4.4736 3.5850 1.2479 0.21404 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
ES | ES | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.443e-15 -1.270e-17 1.141e-17 3.881e-17 2.275e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 1.215e-17 0.000e+00 1 Output:regressor 1.000e+00 1.243e-17 8.047e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.43e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 6.475e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 132.37 132.37 6.475e+33 < 2.2e-16 *** Output:Residuals 149 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.8824545 Output:[1] 0.8824545 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.476226e-34 4.347675e-35 Output:regressor 4.347675e-35 1.544396e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0000e+00 1.0808e-17 0.0000e+00 1 Output:regressor 1.0000e+00 9.1687e-18 1.0907e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | RO | 0.6795 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.10675 -0.41683 -0.00818 0.40060 1.20319 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.30281 0.05425 5.581 1.1e-07 *** Output:regressor 1.26988 0.07110 17.860 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5318 on 149 degrees of freedom Output:Multiple R-squared: 0.6816, Adjusted R-squared: 0.6795 Output:F-statistic: 319 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 90.224 90.224 318.99 < 2.2e-16 *** Output:Residuals 149 42.144 0.283 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.8824545 Output:[1] 0.3729996 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002943508 0.002326158 Output:regressor 0.002326158 0.005055340 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.30281 0.22386 1.3527 0.1782 Output:regressor 1.26988 0.19076 6.6570 5.021e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | IT | 0.6729 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.19949 -0.41971 -0.06526 0.37046 1.50103 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.56497 0.06501 8.691 6e-15 *** Output:regressor 0.72550 0.04123 17.595 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5373 on 149 degrees of freedom Output:Multiple R-squared: 0.6751, Adjusted R-squared: 0.6729 Output:F-statistic: 309.6 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 89.359 89.359 309.58 < 2.2e-16 *** Output:Residuals 149 43.009 0.289 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.8824545 Output:[1] 1.131813 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004226134 0.001983743 Output:regressor 0.001983743 0.001700216 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.56497 0.18969 2.9784 0.003384 ** Output:regressor 0.72550 0.25736 2.8190 0.005473 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | DE | 0.6321 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.39918 -0.33025 0.06426 0.36237 1.46717 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.008353 0.049748 0.168 0.867 Output:regressor 0.637379 0.039627 16.084 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5698 on 149 degrees of freedom Output:Multiple R-squared: 0.6345, Adjusted R-squared: 0.6321 Output:F-statistic: 258.7 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 83.993 83.993 258.7 < 2.2e-16 *** Output:Residuals 149 48.375 0.325 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.8824545 Output:[1] 1.378334 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0024748986 0.0007141555 Output:regressor 0.0007141555 0.0015703380 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0083533 0.3080459 0.0271 0.97840 Output:regressor 0.6373793 0.2534866 2.5144 0.01298 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | CH | 0.5292 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.64617 -0.49692 -0.06868 0.61179 1.39884 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.69908 0.09177 7.618 2.76e-12 *** Output:regressor 1.51352 0.11622 13.023 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.6446 on 149 degrees of freedom Output:Multiple R-squared: 0.5323, Adjusted R-squared: 0.5292 Output:F-statistic: 169.6 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 70.463 70.463 169.6 < 2.2e-16 *** Output:Residuals 149 61.905 0.415 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.8824545 Output:[1] 0.2050651 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.008421132 0.008751006 Output:regressor 0.008751006 0.013506999 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.69908 0.39896 1.7522 0.08179 . Output:regressor 1.51352 0.58262 2.5978 0.01032 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | FR | 0.4255 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.42570 -0.48971 0.06947 0.51334 1.59708 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.61980 0.10298 6.019 1.31e-08 *** Output:regressor 0.59592 0.05629 10.587 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.712 on 149 degrees of freedom Output:Multiple R-squared: 0.4293, Adjusted R-squared: 0.4255 Output:F-statistic: 112.1 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 56.829 56.829 112.09 < 2.2e-16 *** Output:Residuals 149 75.539 0.507 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.8824545 Output:[1] 1.066843 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.010604558 0.004791592 Output:regressor 0.004791592 0.003168073 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.61980 0.39063 1.5867 0.11471 Output:regressor 0.59592 0.25962 2.2954 0.02311 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | GB | 0.2296 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.30813 -0.71385 -0.02162 0.56989 1.72921 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.9962 0.1252 -7.957 4.12e-13 *** Output:regressor 4.5452 0.6723 6.761 2.91e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8245 on 149 degrees of freedom Output:Multiple R-squared: 0.2348, Adjusted R-squared: 0.2296 Output:F-statistic: 45.71 on 1 and 149 DF, p-value: 2.906e-10 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 31.075 31.0747 45.71 2.906e-10 *** Output:Residuals 149 101.294 0.6798 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.8824545 Output:[1] 0.01002786 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01567740 -0.07106848 Output:regressor -0.07106848 0.45195591 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.99623 0.67812 -1.4691 0.14391 Output:regressor 4.54521 1.97905 2.2967 0.02303 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
FR | FR | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.456e-16 -7.420e-17 -2.760e-17 1.320e-17 4.276e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 5.782e-16 5.246e-17 1.102e+01 <2e-16 *** Output:regressor 1.000e+00 2.867e-17 3.488e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.627e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.217e+33 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 160.03 160.03 1.2165e+33 < 2.2e-16 *** Output:Residuals 149 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.066843 Output:[1] 1.066843 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.751552e-33 1.243269e-33 Output:regressor 1.243269e-33 8.220163e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 5.7823e-16 9.7916e-17 5.9054e+00 2.289e-08 *** Output:regressor 1.0000e+00 4.7060e-17 2.1250e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | IT | 0.7541 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.18176 -0.41223 -0.03652 0.40823 1.19089 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.52772 0.06198 -8.515 1.67e-14 *** Output:regressor 0.84400 0.03931 21.469 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5122 on 149 degrees of freedom Output:Multiple R-squared: 0.7557, Adjusted R-squared: 0.7541 Output:F-statistic: 460.9 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 120.934 120.934 460.93 < 2.2e-16 *** Output:Residuals 149 39.093 0.262 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.066843 Output:[1] 1.131813 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003841358 0.001803130 Output:regressor 0.001803130 0.001545417 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.52772 0.19843 -2.6594 0.0086836 ** Output:regressor 0.84400 0.22544 3.7437 0.0002584 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | DE | 0.4990 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.86814 -0.37760 -0.04985 0.40594 2.09083 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.22890 0.06383 -19.25 <2e-16 *** Output:regressor 0.62353 0.05085 12.26 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7311 on 149 degrees of freedom Output:Multiple R-squared: 0.5023, Adjusted R-squared: 0.499 Output:F-statistic: 150.4 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 80.382 80.382 150.38 < 2.2e-16 *** Output:Residuals 149 79.644 0.535 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.066843 Output:[1] 1.378334 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004074622 0.001175771 Output:regressor 0.001175771 0.002585372 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.22890 0.49454 -2.4849 0.01406 * Output:regressor 0.62353 0.38034 1.6394 0.10324 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | RO | 0.4660 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.7106 -0.5585 0.0792 0.5334 1.8394 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.9792 0.0770 -12.72 <2e-16 *** Output:regressor 1.1589 0.1009 11.48 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7548 on 149 degrees of freedom Output:Multiple R-squared: 0.4696, Adjusted R-squared: 0.466 Output:F-statistic: 131.9 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 75.143 75.143 131.9 < 2.2e-16 *** Output:Residuals 149 84.884 0.570 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.066843 Output:[1] 0.3729996 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005928627 0.00468520 Output:regressor 0.004685200 0.01018215 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.97921 0.31747 -3.0845 0.002431 ** Output:regressor 1.15889 0.48175 2.4056 0.017371 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | ES | 0.4255 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.9066 -0.4431 0.1608 0.5031 1.8389 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.30965 0.06653 -19.69 <2e-16 *** Output:regressor 0.72044 0.06805 10.59 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7829 on 149 degrees of freedom Output:Multiple R-squared: 0.4293, Adjusted R-squared: 0.4255 Output:F-statistic: 112.1 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 68.703 68.703 112.09 < 2.2e-16 *** Output:Residuals 149 91.323 0.613 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.066843 Output:[1] 0.8824545 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004425941 0.001303496 Output:regressor 0.001303496 0.004630324 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.30965 0.35308 -3.7092 0.0002928 *** Output:regressor 0.72044 0.41646 1.7299 0.0857151 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | CH | 0.3565 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.1558 -0.5056 0.1961 0.5273 1.6070 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.6249 0.1180 -5.297 4.15e-07 *** Output:regressor 1.3700 0.1494 9.170 3.57e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8286 on 149 degrees of freedom Output:Multiple R-squared: 0.3608, Adjusted R-squared: 0.3565 Output:F-statistic: 84.09 on 1 and 149 DF, p-value: 3.572e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 57.732 57.732 84.09 3.572e-16 *** Output:Residuals 149 102.295 0.687 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.066843 Output:[1] 0.2050651 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01391541 0.01446051 Output:regressor 0.01446051 0.02231950 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.62487 0.69709 -0.8964 0.3715 Output:regressor 1.36998 1.19321 1.1481 0.2527 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | GB | 0.0204 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.34164 -0.53072 0.04422 0.87036 1.94545 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.7784 0.1552 -11.455 <2e-16 *** Output:regressor 1.6912 0.8336 2.029 0.0442 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.022 on 149 degrees of freedom Output:Multiple R-squared: 0.02689, Adjusted R-squared: 0.02035 Output:F-statistic: 4.117 on 1 and 149 DF, p-value: 0.04424 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 4.302 4.3024 4.1166 0.04424 * Output:Residuals 149 155.724 1.0451 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.066843 Output:[1] 0.01002786 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02410172 -0.1092574 Output:regressor -0.10925743 0.6948163 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.77840 0.95923 -1.854 0.06572 . Output:regressor 1.69124 1.66460 1.016 0.31127 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
GB | GB | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-9.283e-16 2.400e-18 6.680e-18 1.084e-17 8.742e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.084e-16 1.176e-17 -9.216e+00 2.72e-16 *** Output:regressor 1.000e+00 6.317e-17 1.583e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 7.747e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.506e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.5042 1.5042 2.5064e+32 < 2.2e-16 *** Output:Residuals 149 0.0000 0.0000 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01002786 Output:[1] 0.01002786 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.383986e-34 -6.273855e-34 Output:regressor -6.273855e-34 3.989822e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.0842e-16 2.0947e-17 -5.1760e+00 7.221e-07 *** Output:regressor 1.0000e+00 9.8351e-17 1.0168e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | ES | 0.2296 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.19216 -0.04567 -0.00295 0.05250 0.36685 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.171787 0.007469 23.000 < 2e-16 *** Output:regressor 0.051650 0.007639 6.761 2.91e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.08789 on 149 degrees of freedom Output:Multiple R-squared: 0.2348, Adjusted R-squared: 0.2296 Output:F-statistic: 45.71 on 1 and 149 DF, p-value: 2.906e-10 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.35312 0.35312 45.71 2.906e-10 *** Output:Residuals 149 1.15106 0.00773 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01002786 Output:[1] 0.8824545 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.578556e-05 1.642956e-05 Output:regressor 1.642956e-05 5.836165e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.171787 0.027656 6.2116 4.976e-09 *** Output:regressor 0.051650 0.023402 2.2071 0.02884 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | RO | 0.2143 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.20680 -0.04924 0.00444 0.05704 0.37288 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.192597 0.009055 21.270 < 2e-16 *** Output:regressor 0.076825 0.011867 6.474 1.3e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.08876 on 149 degrees of freedom Output:Multiple R-squared: 0.2195, Adjusted R-squared: 0.2143 Output:F-statistic: 41.91 on 1 and 149 DF, p-value: 1.302e-09 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.33022 0.33022 41.912 1.302e-09 *** Output:Residuals 149 1.17396 0.00788 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01002786 Output:[1] 0.3729996 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.199394e-05 6.479713e-05 Output:regressor 6.479713e-05 1.408208e-04 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.192597 0.042095 4.5753 9.942e-06 *** Output:regressor 0.076825 0.051423 1.4940 0.1373 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | DE | 0.1399 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.18229 -0.07118 -0.00235 0.06208 0.37028 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.172048 0.008109 21.218 < 2e-16 *** Output:regressor 0.032547 0.006459 5.039 1.34e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.09287 on 149 degrees of freedom Output:Multiple R-squared: 0.1456, Adjusted R-squared: 0.1399 Output:F-statistic: 25.39 on 1 and 149 DF, p-value: 1.337e-06 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.21901 0.219009 25.391 1.337e-06 *** Output:Residuals 149 1.28517 0.008625 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01002786 Output:[1] 1.378334 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.574954e-05 1.897265e-05 Output:regressor 1.897265e-05 4.171847e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.172048 0.035664 4.8242 3.442e-06 *** Output:regressor 0.032547 0.032656 0.9967 0.3205 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | CH | 0.0730 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.19755 -0.06505 -0.01071 0.06128 0.40511 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.19755 0.01373 14.391 < 2e-16 *** Output:regressor 0.06221 0.01738 3.578 0.000467 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.09642 on 149 degrees of freedom Output:Multiple R-squared: 0.07913, Adjusted R-squared: 0.07295 Output:F-statistic: 12.8 on 1 and 149 DF, p-value: 0.0004672 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.11903 0.119027 12.804 0.0004672 *** Output:Residuals 149 1.38515 0.009296 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01002786 Output:[1] 0.2050651 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001884254 0.0001958064 Output:regressor 0.0001958064 0.0003022231 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.197549 0.057884 3.4128 0.000828 *** Output:regressor 0.062206 0.075915 0.8194 0.413858 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | IT | 0.0643 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.18642 -0.06705 -0.00834 0.05739 0.41561 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.186420 0.011721 15.905 < 2e-16 *** Output:regressor 0.025004 0.007434 3.363 0.000979 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.09686 on 149 degrees of freedom Output:Multiple R-squared: 0.07056, Adjusted R-squared: 0.06433 Output:F-statistic: 11.31 on 1 and 149 DF, p-value: 0.0009788 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.10614 0.106142 11.312 0.0009788 *** Output:Residuals 149 1.39804 0.009383 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01002786 Output:[1] 1.131813 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.373743e-04 6.448336e-05 Output:regressor 6.448336e-05 5.526706e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.186420 0.051970 3.5870 0.0004529 *** Output:regressor 0.025004 0.032457 0.7704 0.4422991 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | FR | 0.0204 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.18395 -0.06340 -0.00308 0.04979 0.43087 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.181290 0.014335 12.647 <2e-16 *** Output:regressor 0.015897 0.007835 2.029 0.0442 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.09911 on 149 degrees of freedom Output:Multiple R-squared: 0.02689, Adjusted R-squared: 0.02035 Output:F-statistic: 4.117 on 1 and 149 DF, p-value: 0.04424 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.04044 0.040441 4.1166 0.04424 * Output:Residuals 149 1.46374 0.009824 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01002786 Output:[1] 1.066843 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.054862e-04 9.284745e-05 Output:regressor 9.284745e-05 6.138826e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.181290 0.049780 3.6418 0.000373 *** Output:regressor 0.015897 0.021167 0.7510 0.453819 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
IT | IT | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-7.342e-15 -5.100e-18 5.150e-17 8.650e-17 8.348e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -5.782e-16 7.412e-17 -7.801e+00 9.9e-13 *** Output:regressor 1.000e+00 4.701e-17 2.127e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 6.126e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 4.524e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 169.77 169.77 4.5242e+32 < 2.2e-16 *** Output:Residuals 149 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.131813 Output:[1] 1.131813 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.494069e-33 2.578911e-33 Output:regressor 2.578911e-33 2.210319e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -5.7823e-16 1.0233e-16 -5.6505e+00 7.888e-08 *** Output:regressor 1.0000e+00 4.8885e-17 2.0456e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | FR | 0.7541 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.26101 -0.33076 0.06086 0.35068 1.20196 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.18749 0.07630 2.457 0.0152 * Output:regressor 0.89539 0.04171 21.469 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5276 on 149 degrees of freedom Output:Multiple R-squared: 0.7557, Adjusted R-squared: 0.7541 Output:F-statistic: 460.9 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 128.298 128.298 460.93 < 2.2e-16 *** Output:Residuals 149 41.474 0.278 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.131813 Output:[1] 1.066843 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005822259 0.002630745 Output:regressor 0.002630745 0.001739379 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.187492 0.248761 0.7537 0.4522 Output:regressor 0.895395 0.092521 9.6778 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | ES | 0.6729 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.82102 -0.22276 0.08366 0.42001 1.19871 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.90481 0.05170 -17.50 <2e-16 *** Output:regressor 0.93051 0.05289 17.59 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.6085 on 149 degrees of freedom Output:Multiple R-squared: 0.6751, Adjusted R-squared: 0.6729 Output:F-statistic: 309.6 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 114.610 114.61 309.58 < 2.2e-16 *** Output:Residuals 149 55.162 0.37 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.131813 Output:[1] 0.8824545 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0026733948 0.0007873488 Output:regressor 0.0007873488 0.0027968478 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.90481 0.27261 -3.3190 0.001136 ** Output:regressor 0.93051 0.19015 4.8935 2.545e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | DE | 0.6701 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.4337 -0.3383 0.1055 0.4531 1.1713 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.82885 0.05335 -15.54 <2e-16 *** Output:regressor 0.74301 0.04250 17.48 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.611 on 149 degrees of freedom Output:Multiple R-squared: 0.6723, Adjusted R-squared: 0.6701 Output:F-statistic: 305.7 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 114.140 114.140 305.7 < 2.2e-16 *** Output:Residuals 149 55.632 0.373 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.131813 Output:[1] 1.378334 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0028461327 0.0008212786 Output:regressor 0.0008212786 0.0018058883 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.82885 0.39987 -2.0728 0.03992 * Output:regressor 0.74301 0.38402 1.9348 0.05490 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | RO | 0.6365 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.77182 -0.37497 0.03097 0.42417 1.76853 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.52609 0.06544 -8.04 2.57e-13 *** Output:regressor 1.39234 0.08576 16.24 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.6414 on 149 degrees of freedom Output:Multiple R-squared: 0.6389, Adjusted R-squared: 0.6365 Output:F-statistic: 263.6 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 108.465 108.465 263.61 < 2.2e-16 *** Output:Residuals 149 61.307 0.411 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.131813 Output:[1] 0.3729996 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004281910 0.003383853 Output:regressor 0.003383853 0.007353984 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.52609 0.28954 -1.8170 0.07123 . Output:regressor 1.39234 0.23143 6.0163 1.323e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | CH | 0.4807 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.1874 -0.4768 0.1076 0.5119 1.4655 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.1077 0.1091 -0.986 0.326 Output:regressor 1.6347 0.1382 11.826 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7666 on 149 degrees of freedom Output:Multiple R-squared: 0.4842, Adjusted R-squared: 0.4807 Output:F-statistic: 139.9 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 82.199 82.199 139.86 < 2.2e-16 *** Output:Residuals 149 87.573 0.588 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.131813 Output:[1] 0.2050651 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01191276 0.01237941 Output:regressor 0.01237941 0.01910736 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.10765 0.86304 -0.1247 0.90090 Output:regressor 1.63471 0.74724 2.1877 0.03025 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | GB | 0.0643 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.98792 -0.89604 0.08749 0.86788 1.73933 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.6105 0.1563 -10.306 < 2e-16 *** Output:regressor 2.8221 0.8391 3.363 0.000979 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.029 on 149 degrees of freedom Output:Multiple R-squared: 0.07056, Adjusted R-squared: 0.06433 Output:F-statistic: 11.31 on 1 and 149 DF, p-value: 0.0009788 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 11.98 11.980 11.312 0.0009788 *** Output:Residuals 149 157.79 1.059 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.131813 Output:[1] 0.01002786 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0244218 -0.1107084 Output:regressor -0.1107084 0.7040436 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.6105 1.2923 -1.2462 0.2146 Output:regressor 2.8221 2.4593 1.1475 0.2530 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
RO | RO | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.411e-16 -5.970e-17 -3.630e-17 -1.360e-17 5.851e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 4.337e-16 4.945e-17 8.770e+00 3.78e-15 *** Output:regressor 1.000e+00 6.481e-17 1.543e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.847e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.381e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 55.95 55.95 2.3811e+32 < 2.2e-16 *** Output:Residuals 149 0.00 0.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Error:Warning message: Error:In anova.lm(ols) : Error: ANOVA F-tests on an essentially perfect fit are unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3729996 Output:[1] 0.3729996 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.445319e-33 1.932456e-33 Output:regressor 1.932456e-33 4.199723e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 4.3367e-16 6.1331e-17 7.071e+00 5.551e-11 *** Output:regressor 1.0000e+00 5.3362e-17 1.874e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | ES | 0.6795 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.76189 -0.23133 -0.03951 0.20848 0.80981 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.30903 0.02938 -10.52 <2e-16 *** Output:regressor 0.53676 0.03005 17.86 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3458 on 149 degrees of freedom Output:Multiple R-squared: 0.6816, Adjusted R-squared: 0.6795 Output:F-statistic: 319 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 38.136 38.136 318.99 < 2.2e-16 *** Output:Residuals 149 17.814 0.120 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3729996 Output:[1] 0.8824545 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008633299 0.0002542616 Output:regressor 0.0002542616 0.0009031970 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.30904 0.12920 -2.392 0.018 * Output:regressor 0.53676 0.07543 7.116 4.353e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | IT | 0.6365 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.90839 -0.25514 -0.06102 0.25993 0.92100 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.07524 0.04456 1.689 0.0934 . Output:regressor 0.45886 0.02826 16.236 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3682 on 149 degrees of freedom Output:Multiple R-squared: 0.6389, Adjusted R-squared: 0.6365 Output:F-statistic: 263.6 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 35.746 35.746 263.61 < 2.2e-16 *** Output:Residuals 149 20.204 0.136 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3729996 Output:[1] 1.131813 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0019853143 0.0009319046 Output:regressor 0.0009319046 0.0007987119 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.075239 0.229697 0.3276 0.7437063 Output:regressor 0.458859 0.126216 3.6355 0.0003814 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | DE | 0.5605 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.87664 -0.30673 0.00104 0.30951 0.89750 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.28255 0.03535 -7.993 3.34e-13 *** Output:regressor 0.39049 0.02816 13.868 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4049 on 149 degrees of freedom Output:Multiple R-squared: 0.5635, Adjusted R-squared: 0.5605 Output:F-statistic: 192.3 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 31.525 31.5250 192.31 < 2.2e-16 *** Output:Residuals 149 24.425 0.1639 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3729996 Output:[1] 1.378334 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0012495849 0.0003605796 Output:regressor 0.0003605796 0.0007928691 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.28255 0.21607 -1.3077 0.192984 Output:regressor 0.39049 0.13462 2.9007 0.004288 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | CH | 0.5002 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.22518 -0.30690 0.00381 0.32318 0.94273 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.15992 0.06147 2.602 0.0102 * Output:regressor 0.95706 0.07785 12.294 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4318 on 149 degrees of freedom Output:Multiple R-squared: 0.5036, Adjusted R-squared: 0.5002 Output:F-statistic: 151.1 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 28.175 28.1746 151.14 < 2.2e-16 *** Output:Residuals 149 27.775 0.1864 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3729996 Output:[1] 0.2050651 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003778348 0.003926354 Output:regressor 0.003926354 0.006060247 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.15992 0.36034 0.4438 0.657820 Output:regressor 0.95706 0.33527 2.8546 0.004923 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | FR | 0.4660 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.88053 -0.34723 -0.03549 0.34787 1.18852 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.15269 0.06455 2.365 0.0193 * Output:regressor 0.40518 0.03528 11.485 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4463 on 149 degrees of freedom Output:Multiple R-squared: 0.4696, Adjusted R-squared: 0.466 Output:F-statistic: 131.9 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 26.272 26.2720 131.9 < 2.2e-16 *** Output:Residuals 149 29.678 0.1992 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3729996 Output:[1] 1.066843 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004166320 0.001882521 Output:regressor 0.001882521 0.001244673 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.15269 0.26828 0.5691 0.570124 Output:regressor 0.40518 0.12654 3.2020 0.001669 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | GB | 0.2143 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.97210 -0.43931 -0.08675 0.42994 1.29641 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.90949 0.08221 -11.063 < 2e-16 *** Output:regressor 2.85760 0.44140 6.474 1.3e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5414 on 149 degrees of freedom Output:Multiple R-squared: 0.2195, Adjusted R-squared: 0.2143 Output:F-statistic: 41.91 on 1 and 149 DF, p-value: 1.302e-09 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 12.283 12.2830 41.912 1.302e-09 *** Output:Residuals 149 43.667 0.2931 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3729996 Output:[1] 0.01002786 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.006758428 -0.03063716 Output:regressor -0.030637164 0.19483528 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.90949 0.43376 -2.0968 0.03770 * Output:regressor 2.85760 1.26511 2.2588 0.02535 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |