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:-2.159e-17 -3.500e-19 -7.210e-20 4.376e-19 7.936e-18 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 2.891e-19 0.000e+00 1 Output:regressor 1.000e+00 1.070e-17 9.342e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.576e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 8.728e+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 0.057911 0.057911 8.7282e+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] 0.0003860713 Output:[1] 0.0003860713 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.356574e-38 -2.130727e-36 Output:regressor -2.130727e-36 1.145717e-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 4.9766e-19 0.0000e+00 1 Output:regressor 1.0000e+00 2.7709e-17 3.6089e+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] "-------------------------------------------------------------------------------------------" | |
CH | ES | 0.8323 | +- 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:-0.041919 -0.003876 -0.000989 0.003196 0.051332 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0108637 0.0007135 15.23 <2e-16 *** Output:regressor 2.1076217 0.0771959 27.30 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.008047 on 149 degrees of freedom Output:Multiple R-squared: 0.8334, Adjusted R-squared: 0.8323 Output:F-statistic: 745.4 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 0.048263 0.048263 745.41 < 2.2e-16 *** Output:Residuals 149 0.009647 0.000065 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] 0.0003860713 Output:[1] 7.243378e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.090258e-07 -2.186658e-05 Output:regressor -2.186658e-05 5.959204e-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) 0.0108637 0.0010759 10.097 < 2.2e-16 *** Output:regressor 2.1076217 0.1619184 13.017 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | GB | 0.8123 | +- 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:-0.020288 -0.005324 0.000030 0.003932 0.037019 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0008659 0.0010308 -0.84 0.402 Output:regressor 0.7831894 0.0307150 25.50 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.008513 on 149 degrees of freedom Output:Multiple R-squared: 0.8136, Adjusted R-squared: 0.8123 Output:F-statistic: 650.2 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 0.047114 0.047114 650.18 < 2.2e-16 *** Output:Residuals 149 0.010797 0.000072 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] 0.0003860713 Output:[1] 0.0005120624 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.062518e-06 -2.344485e-05 Output:regressor -2.344485e-05 9.434095e-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) -0.00086586 0.00151419 -0.5718 0.5683 Output:regressor 0.78318941 0.06604274 11.8588 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | RO | 0.7974 | +- 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:-0.025179 -0.005007 -0.000416 0.003159 0.070729 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0001747 0.0010553 -0.166 0.869 Output:regressor 0.4304768 0.0176992 24.322 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.008843 on 149 degrees of freedom Output:Multiple R-squared: 0.7988, Adjusted R-squared: 0.7974 Output:F-statistic: 591.6 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 0.046259 0.046259 591.55 < 2.2e-16 *** Output:Residuals 149 0.011652 0.000078 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] 0.0003860713 Output:[1] 0.001664201 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.113574e-06 -1.366048e-05 Output:regressor -1.366048e-05 3.132600e-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) -0.00017468 0.00140977 -0.1239 0.9016 Output:regressor 0.43047682 0.02224448 19.3521 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | IT | 0.7906 | +- 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:-0.020872 -0.004404 -0.000274 0.004404 0.052937 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0044542 0.0009423 4.727 5.23e-06 *** Output:regressor 1.2734152 0.0534610 23.820 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.008991 on 149 degrees of freedom Output:Multiple R-squared: 0.792, Adjusted R-squared: 0.7906 Output:F-statistic: 567.4 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 0.045866 0.045866 567.37 < 2.2e-16 *** Output:Residuals 149 0.012045 0.000081 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] 0.0003860713 Output:[1] 0.000188563 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.879133e-07 -3.174317e-05 Output:regressor -3.174317e-05 2.858075e-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) 0.0044542 0.0010552 4.2213 4.206e-05 *** Output:regressor 1.2734152 0.1254292 10.1525 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | DE | 0.7779 | +- 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:-0.026425 -0.003693 0.000031 0.002540 0.075102 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0057091 0.0009398 6.075 9.89e-09 *** Output:regressor 0.6063796 0.0264266 22.946 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.009259 on 149 degrees of freedom Output:Multiple R-squared: 0.7794, Adjusted R-squared: 0.7779 Output:F-statistic: 526.5 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 0.045137 0.045137 526.51 < 2.2e-16 *** Output:Residuals 149 0.012774 0.000086 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] 0.0003860713 Output:[1] 0.0008183761 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.832273e-07 -1.484334e-05 Output:regressor -1.484334e-05 6.983670e-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) 0.0057091 0.0011561 4.9383 2.09e-06 *** Output:regressor 0.6063796 0.0453385 13.3745 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | FR | 0.5107 | +- 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:-0.044441 -0.006810 -0.000954 0.004086 0.064782 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0008054 0.0018057 0.446 0.656 Output:regressor 1.2508085 0.0996560 12.551 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01374 on 149 degrees of freedom Output:Multiple R-squared: 0.5139, Adjusted R-squared: 0.5107 Output:F-statistic: 157.5 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 0.029761 0.0297615 157.53 < 2.2e-16 *** Output:Residuals 149 0.028149 0.0001889 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] 0.0003860713 Output:[1] 0.0001268182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.260550e-06 -0.0001412664 Output:regressor -1.412664e-04 0.0099313252 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) 0.00080543 0.00413087 0.1950 0.845676 Output:regressor 1.25080847 0.43041172 2.9061 0.004219 ** 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:-2.017e-17 -4.094e-19 2.017e-19 1.074e-18 1.221e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 3.067e-19 0.000e+00 1 Output:regressor 1.000e+00 8.625e-18 1.159e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.022e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.344e+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 0.12276 0.12276 1.3444e+34 < 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] 0.0008183761 Output:[1] 0.0008183761 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.407472e-38 -1.58100e-36 Output:regressor -1.581000e-36 7.43848e-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 2.5912e-19 0.0000e+00 1 Output:regressor 1.0000e+00 8.9303e-18 1.1198e+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 | 0.9294 | +- 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:-0.025245 -0.004295 -0.000175 0.003131 0.033425 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0082336 0.0009071 -9.077 6.21e-16 *** Output:regressor 0.6762126 0.0152143 44.446 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007602 on 149 degrees of freedom Output:Multiple R-squared: 0.9299, Adjusted R-squared: 0.9294 Output:F-statistic: 1975 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 0.11415 0.114147 1975.4 < 2.2e-16 *** Output:Residuals 149 0.00861 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] 0.0008183761 Output:[1] 0.001664201 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.228454e-07 -1.009404e-05 Output:regressor -1.009404e-05 2.314749e-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) -0.0082336 0.0013361 -6.1626 6.37e-09 *** Output:regressor 0.6762126 0.0218847 30.8989 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | ES | 0.8453 | +- 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:-0.034790 -0.007715 -0.002375 0.004845 0.056216 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0099079 0.0009978 9.93 <2e-16 *** Output:regressor 3.0921928 0.1079588 28.64 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01125 on 149 degrees of freedom Output:Multiple R-squared: 0.8463, Adjusted R-squared: 0.8453 Output:F-statistic: 820.4 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 0.103888 0.103888 820.38 < 2.2e-16 *** Output:Residuals 149 0.018868 0.000127 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] 0.0008183761 Output:[1] 7.243378e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.955604e-07 -4.276699e-05 Output:regressor -4.276699e-05 1.165510e-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) 0.0099079 0.0018444 5.3719 2.936e-07 *** Output:regressor 3.0921928 0.1224101 25.2609 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | CH | 0.7779 | +- 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:-0.096366 -0.005121 -0.001596 0.004258 0.058932 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.002650 0.001513 -1.752 0.0819 . Output:regressor 1.285375 0.056018 22.946 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01348 on 149 degrees of freedom Output:Multiple R-squared: 0.7794, Adjusted R-squared: 0.7779 Output:F-statistic: 526.5 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 0.095679 0.095679 526.51 < 2.2e-16 *** Output:Residuals 149 0.027077 0.000182 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] 0.0008183761 Output:[1] 0.0003860713 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.288788e-06 -5.835863e-05 Output:regressor -5.835863e-05 3.138011e-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) -0.0026502 0.0029654 -0.8937 0.3729 Output:regressor 1.2853754 0.2221317 5.7865 4.092e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | IT | 0.7412 | +- 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:-0.033779 -0.008475 -0.000475 0.007395 0.048301 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.001310 0.001525 0.859 0.392 Output:regressor 1.795695 0.086527 20.753 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01455 on 149 degrees of freedom Output:Multiple R-squared: 0.743, Adjusted R-squared: 0.7412 Output:F-statistic: 430.7 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 0.091204 0.091204 430.69 < 2.2e-16 *** Output:Residuals 149 0.031553 0.000212 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] 0.0008183761 Output:[1] 0.000188563 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.325940e-06 -8.315308e-05 Output:regressor -8.315308e-05 7.486895e-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) 0.0013105 0.0023996 0.5461 0.5858 Output:regressor 1.7956948 0.2246737 7.9925 3.357e-13 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | GB | 0.7220 | +- 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:-0.052172 -0.007408 0.001111 0.004562 0.071033 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.005475 0.001826 -2.998 0.00319 ** Output:regressor 1.075582 0.054423 19.763 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01508 on 149 degrees of freedom Output:Multiple R-squared: 0.7239, Adjusted R-squared: 0.722 Output:F-statistic: 390.6 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 0.088859 0.088859 390.59 < 2.2e-16 *** Output:Residuals 149 0.033897 0.000227 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] 0.0008183761 Output:[1] 0.0005120624 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.335813e-06 -7.360596e-05 Output:regressor -7.360596e-05 2.961869e-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) -0.0054752 0.0045373 -1.2067 0.2295 Output:regressor 1.0755824 0.2441897 4.4047 2.012e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | FR | 0.6084 | +- 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:-0.038145 -0.009643 -0.001723 0.007722 0.080507 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.006991 0.002352 -2.973 0.00344 ** Output:regressor 1.985731 0.129791 15.299 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0179 on 149 degrees of freedom Output:Multiple R-squared: 0.611, Adjusted R-squared: 0.6084 Output:F-statistic: 234.1 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 0.075009 0.075009 234.07 < 2.2e-16 *** Output:Residuals 149 0.047747 0.000320 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] 0.0008183761 Output:[1] 0.0001268182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.530616e-06 -0.0002396191 Output:regressor -2.396191e-04 0.0168457321 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) -0.0069913 0.0071282 -0.9808 0.328281 Output:regressor 1.9857314 0.7506025 2.6455 0.009032 ** 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:-8.615e-19 2.600e-22 6.900e-22 1.270e-21 2.173e-19 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 7.409e-21 0.000e+00 1 Output:regressor 1.000e+00 8.016e-19 1.247e+18 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 8.356e-20 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.556e+36 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 0.010865 0.010865 1.5562e+36 < 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] 7.243378e-05 Output:[1] 7.243378e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.489045e-41 -2.357968e-39 Output:regressor -2.357968e-39 6.426066e-37 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 5.6027e-21 0.000e+00 1 Output:regressor 1.0000e+00 7.8990e-19 1.266e+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] "-------------------------------------------------------------------------------------------" | |
ES | DE | 0.8453 | +- 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:-0.0149532 -0.0016276 0.0005615 0.0018854 0.0146865 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0021477 0.0003398 -6.32 2.87e-09 *** Output:regressor 0.2736874 0.0095553 28.64 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.003348 on 149 degrees of freedom Output:Multiple R-squared: 0.8463, Adjusted R-squared: 0.8453 Output:F-statistic: 820.4 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 0.009195 0.0091950 820.38 < 2.2e-16 *** Output:Residuals 149 0.001670 0.0000112 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] 7.243378e-05 Output:[1] 0.0008183761 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.154732e-07 -1.940618e-06 Output:regressor -1.940618e-06 9.130455e-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) -0.00214767 0.00081579 -2.6326 0.009366 ** Output:regressor 0.27368737 0.04438909 6.1656 6.273e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | RO | 0.8341 | +- 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:-0.012086 -0.001307 0.000222 0.001645 0.022335 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0046448 0.0004137 -11.23 <2e-16 *** Output:regressor 0.1906588 0.0069388 27.48 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.003467 on 149 degrees of freedom Output:Multiple R-squared: 0.8352, Adjusted R-squared: 0.8341 Output:F-statistic: 755 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 0.0090743 0.0090743 755 < 2.2e-16 *** Output:Residuals 149 0.0017908 0.0000120 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] 7.243378e-05 Output:[1] 0.001664201 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.711517e-07 -2.099559e-06 Output:regressor -2.099559e-06 4.814676e-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) -0.0046448 0.0011480 -4.0461 8.333e-05 *** Output:regressor 0.1906588 0.0287536 6.6308 5.760e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | CH | 0.8323 | +- 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:-0.0183825 -0.0014077 0.0002203 0.0013535 0.0248052 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0036845 0.0003911 -9.42 <2e-16 *** Output:regressor 0.3954269 0.0144833 27.30 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.003485 on 149 degrees of freedom Output:Multiple R-squared: 0.8334, Adjusted R-squared: 0.8323 Output:F-statistic: 745.4 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 0.0090551 0.0090551 745.41 < 2.2e-16 *** Output:Residuals 149 0.0018100 0.0000121 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] 7.243378e-05 Output:[1] 0.0003860713 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.529982e-07 -3.901090e-06 Output:regressor -3.901090e-06 2.097661e-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) -0.0036845 0.0010909 -3.3775 0.0009332 *** Output:regressor 0.3954269 0.0779610 5.0721 1.153e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | IT | 0.8242 | +- 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:-0.0087623 -0.0014108 0.0002707 0.0017861 0.0209969 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.002584 0.000374 -6.911 1.31e-10 *** Output:regressor 0.563077 0.021218 26.538 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.003568 on 149 degrees of freedom Output:Multiple R-squared: 0.8254, Adjusted R-squared: 0.8242 Output:F-statistic: 704.3 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 0.0089678 0.0089678 704.26 < 2.2e-16 *** Output:Residuals 149 0.0018973 0.0000127 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] 7.243378e-05 Output:[1] 0.000188563 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.398626e-07 -5.000131e-06 Output:regressor -5.000131e-06 4.501992e-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) -0.00258443 0.00087286 -2.9609 0.003571 ** Output:regressor 0.56307724 0.09921677 5.6752 7.005e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | GB | 0.8030 | +- 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:-0.0082425 -0.0028257 -0.0005637 0.0031406 0.0140937 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0047133 0.0004574 -10.30 <2e-16 *** Output:regressor 0.3373146 0.0136283 24.75 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.003777 on 149 degrees of freedom Output:Multiple R-squared: 0.8044, Adjusted R-squared: 0.803 Output:F-statistic: 612.6 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 0.0087395 0.0087395 612.61 < 2.2e-16 *** Output:Residuals 149 0.0021256 0.0000143 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] 7.243378e-05 Output:[1] 0.0005120624 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.091796e-07 -4.615627e-06 Output:regressor -4.615627e-06 1.857306e-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) -0.0047133 0.0016639 -2.8326 0.005256 ** Output:regressor 0.3373146 0.0783524 4.3051 3.011e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | FR | 0.5404 | +- 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:-0.026103 -0.002045 0.000119 0.001965 0.034497 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.004256 0.000758 -5.614 9.37e-08 *** Output:regressor 0.557146 0.041833 13.318 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.00577 on 149 degrees of freedom Output:Multiple R-squared: 0.5435, Adjusted R-squared: 0.5404 Output:F-statistic: 177.4 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 0.0059049 0.0059049 177.38 < 2.2e-16 *** Output:Residuals 149 0.0049602 0.0000333 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] 7.243378e-05 Output:[1] 0.0001268182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.745441e-07 -2.489266e-05 Output:regressor -2.489266e-05 1.750007e-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) -0.0042556 0.0035521 -1.1981 0.2328 Output:regressor 0.5571456 0.3335044 1.6706 0.0969 . 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:-4.786e-17 1.320e-19 3.280e-19 5.630e-19 4.052e-18 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -6.776e-18 5.274e-19 -1.285e+01 <2e-16 *** Output:regressor 1.000e+00 2.911e-17 3.435e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.015e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.18e+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 0.019023 0.019023 1.1801e+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] 0.0001268182 Output:[1] 0.0001268182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.782005e-37 -1.205329e-35 Output:regressor -1.205329e-35 8.473722e-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) -6.7762e-18 8.1880e-19 -8.2758e+00 6.651e-14 *** Output:regressor 1.0000e+00 4.3003e-17 2.3254e+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 | 0.6388 | +- 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:-0.014577 -0.003596 -0.000744 0.002103 0.039039 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0069306 0.0007093 9.771 <2e-16 *** Output:regressor 0.6567121 0.0402409 16.320 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006768 on 149 degrees of freedom Output:Multiple R-squared: 0.6412, Adjusted R-squared: 0.6388 Output:F-statistic: 266.3 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 0.0121983 0.0121983 266.33 < 2.2e-16 *** Output:Residuals 149 0.0068245 0.0000458 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] 0.0001268182 Output:[1] 0.000188563 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.030742e-07 -1.798506e-05 Output:regressor -1.798506e-05 1.619329e-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) 0.00693056 0.00078524 8.826 2.718e-15 *** Output:regressor 0.65671213 0.06431875 10.210 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | DE | 0.6084 | +- 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:-0.018012 -0.004732 -0.000464 0.003459 0.031924 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0076840 0.0007153 10.74 <2e-16 *** Output:regressor 0.3077154 0.0201129 15.30 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007047 on 149 degrees of freedom Output:Multiple R-squared: 0.611, Adjusted R-squared: 0.6084 Output:F-statistic: 234.1 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 0.0116237 0.0116237 234.07 < 2.2e-16 *** Output:Residuals 149 0.0073991 0.0000497 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] 0.0001268182 Output:[1] 0.0008183761 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.116065e-07 -8.597953e-06 Output:regressor -8.597953e-06 4.045268e-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) 0.00768403 0.00096115 7.9946 3.316e-13 *** Output:regressor 0.30771538 0.04673167 6.5847 7.325e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | RO | 0.5606 | +- 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:-0.023893 -0.004497 -0.000803 0.002798 0.037404 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0051878 0.0008908 5.824 3.42e-08 *** Output:regressor 0.2072250 0.0149409 13.870 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007465 on 149 degrees of freedom Output:Multiple R-squared: 0.5635, Adjusted R-squared: 0.5606 Output:F-statistic: 192.4 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 0.0107197 0.0107197 192.37 < 2.2e-16 *** Output:Residuals 149 0.0083031 0.0000557 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] 0.0001268182 Output:[1] 0.001664201 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.935413e-07 -9.734560e-06 Output:regressor -9.734560e-06 2.232314e-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) 0.0051878 0.0016305 3.1816 0.001783 ** Output:regressor 0.2072250 0.0456354 4.5409 1.148e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | ES | 0.5404 | +- 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:-0.012920 -0.004761 -0.001529 0.002402 0.049155 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0106450 0.0006769 15.73 <2e-16 *** Output:regressor 0.9754595 0.0732420 13.32 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007634 on 149 degrees of freedom Output:Multiple R-squared: 0.5435, Adjusted R-squared: 0.5404 Output:F-statistic: 177.4 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 0.0103383 0.0103383 177.38 < 2.2e-16 *** Output:Residuals 149 0.0086844 0.0000583 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] 0.0001268182 Output:[1] 7.243378e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.582182e-07 -0.000019684 Output:regressor -1.968400e-05 0.005364395 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) 0.0106450 0.0013269 8.0227 2.828e-13 *** Output:regressor 0.9754595 0.0851460 11.4563 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | CH | 0.5107 | +- 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:-0.022426 -0.004650 -0.001121 0.003003 0.043486 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0065832 0.0008841 7.446 7.15e-12 *** Output:regressor 0.4108704 0.0327354 12.551 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007878 on 149 degrees of freedom Output:Multiple R-squared: 0.5139, Adjusted R-squared: 0.5107 Output:F-statistic: 157.5 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 0.0097762 0.0097762 157.53 < 2.2e-16 *** Output:Residuals 149 0.0092466 0.0000621 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] 0.0001268182 Output:[1] 0.0003860713 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.816033e-07 -1.992902e-05 Output:regressor -1.992902e-05 1.071607e-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) 0.0065832 0.0013207 4.9847 1.703e-06 *** Output:regressor 0.4108704 0.0630548 6.5161 1.047e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | GB | 0.4167 | +- 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:-0.011711 -0.005749 -0.001422 0.002850 0.053736 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.006204 0.001041 5.957 1.78e-08 *** Output:regressor 0.322746 0.031033 10.400 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.008601 on 149 degrees of freedom Output:Multiple R-squared: 0.4206, Adjusted R-squared: 0.4167 Output:F-statistic: 108.2 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 0.0080009 0.0080009 108.16 < 2.2e-16 *** Output:Residuals 149 0.0110219 0.0000740 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] 0.0001268182 Output:[1] 0.0005120624 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.084654e-06 -2.393329e-05 Output:regressor -2.393329e-05 9.630643e-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) 0.0062037 0.0026916 2.3048 0.02256 * Output:regressor 0.3227461 0.0560781 5.7553 4.762e-08 *** 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:-6.486e-18 -7.446e-19 -2.890e-19 4.386e-19 3.132e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 3.579e-19 0.000e+00 1 Output:regressor 1.000e+00 1.067e-17 9.376e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.956e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 8.791e+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 0.076809 0.076809 8.7908e+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] 0.0005120624 Output:[1] 0.0005120624 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.281165e-37 -2.826939e-36 Output:regressor -2.826939e-36 1.137547e-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 7.2554e-19 0.0000e+00 1 Output:regressor 1.0000e+00 2.2489e-17 4.4465e+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] "-------------------------------------------------------------------------------------------" | |
GB | CH | 0.8123 | +- 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:-0.029279 -0.006122 -0.000483 0.005932 0.040710 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.005533 0.001100 5.029 1.4e-06 *** Output:regressor 1.038777 0.040739 25.499 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.009804 on 149 degrees of freedom Output:Multiple R-squared: 0.8136, Adjusted R-squared: 0.8123 Output:F-statistic: 650.2 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 0.062489 0.062489 650.18 < 2.2e-16 *** Output:Residuals 149 0.014320 0.000096 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] 0.0005120624 Output:[1] 0.0003860713 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.210492e-06 -3.086466e-05 Output:regressor -3.086466e-05 1.659629e-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) 0.0055327 0.0024119 2.2939 0.02319 * Output:regressor 1.0387766 0.0938832 11.0646 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | ES | 0.8030 | +- 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:-0.024355 -0.010121 0.001239 0.007426 0.026791 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0161012 0.0008904 18.08 <2e-16 *** Output:regressor 2.3846072 0.0963438 24.75 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01004 on 149 degrees of freedom Output:Multiple R-squared: 0.8044, Adjusted R-squared: 0.803 Output:F-statistic: 612.6 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 0.061783 0.061783 612.61 < 2.2e-16 *** Output:Residuals 149 0.015027 0.000101 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] 0.0005120624 Output:[1] 7.243378e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.928640e-07 -3.405962e-05 Output:regressor -3.405962e-05 9.282118e-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) 0.016101 0.002332 6.9044 1.357e-10 *** Output:regressor 2.384607 0.071728 33.2451 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | IT | 0.7787 | +- 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:-0.035229 -0.006217 0.000955 0.006940 0.031896 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.008685 0.001116 7.785 1.08e-12 *** Output:regressor 1.455581 0.063293 22.998 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01064 on 149 degrees of freedom Output:Multiple R-squared: 0.7802, Adjusted R-squared: 0.7787 Output:F-statistic: 528.9 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 0.059927 0.059927 528.89 < 2.2e-16 *** Output:Residuals 149 0.016883 0.000113 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] 0.0005120624 Output:[1] 0.000188563 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.244522e-06 -4.449203e-05 Output:regressor -4.449203e-05 4.005950e-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) 0.0086848 0.0019248 4.512 1.294e-05 *** Output:regressor 1.4555814 0.1347710 10.800 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | DE | 0.7220 | +- 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:-0.049377 -0.006647 -0.002246 0.005827 0.048703 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.010547 0.001211 8.709 5.38e-15 *** Output:regressor 0.672998 0.034053 19.763 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01193 on 149 degrees of freedom Output:Multiple R-squared: 0.7239, Adjusted R-squared: 0.722 Output:F-statistic: 390.6 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 0.05560 0.055600 390.59 < 2.2e-16 *** Output:Residuals 149 0.02121 0.000142 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] 0.0005120624 Output:[1] 0.0008183761 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.466542e-06 -0.0000246464 Output:regressor -2.464640e-05 0.0011595934 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) 0.0105471 0.0024457 4.3125 2.923e-05 *** Output:regressor 0.6729978 0.0864029 7.7891 1.059e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | RO | 0.7112 | +- 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:-0.038457 -0.007087 -0.001715 0.005600 0.050415 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.004425 0.001451 3.049 0.00272 ** Output:regressor 0.468421 0.024340 19.245 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01216 on 149 degrees of freedom Output:Multiple R-squared: 0.7131, Adjusted R-squared: 0.7112 Output:F-statistic: 370.4 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 0.054773 0.054773 370.36 < 2.2e-16 *** Output:Residuals 149 0.022036 0.000148 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] 0.0005120624 Output:[1] 0.001664201 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.106024e-06 -0.0000258351 Output:regressor -2.583510e-05 0.0005924464 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) 0.0044245 0.0033475 1.3217 0.1883 Output:regressor 0.4684210 0.0539381 8.6844 6.228e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | FR | 0.4167 | +- 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:-0.073324 -0.010294 -0.000877 0.009160 0.084894 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.006314 0.002270 2.781 0.00612 ** Output:regressor 1.303174 0.125305 10.400 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01728 on 149 degrees of freedom Output:Multiple R-squared: 0.4206, Adjusted R-squared: 0.4167 Output:F-statistic: 108.2 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 0.032306 0.032306 108.16 < 2.2e-16 *** Output:Residuals 149 0.044504 0.000299 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] 0.0005120624 Output:[1] 0.0001268182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.154915e-06 -0.0002233415 Output:regressor -2.233415e-04 0.0157013800 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) 0.0063144 0.0076768 0.8225 0.4121 Output:regressor 1.3031736 0.7902590 1.6490 0.1012 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:-4.468e-18 -4.290e-19 -1.900e-19 -1.900e-20 3.825e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.259e-18 3.384e-19 6.674e+00 4.59e-10 *** Output:regressor 1.000e+00 1.920e-17 5.208e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.229e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.712e+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 0.028285 0.028285 2.7124e+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] 0.000188563 Output:[1] 0.000188563 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.145354e-37 -4.094674e-36 Output:regressor -4.094674e-36 3.686742e-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 2.9098e-19 7.7625e+00 1.23e-12 *** Output:regressor 1.0000e+00 1.1455e-17 8.7300e+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 | ES | 0.8242 | +- 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:-0.0219695 -0.0033506 -0.0008653 0.0023995 0.0154602 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0057278 0.0005105 11.22 <2e-16 *** Output:regressor 1.4658291 0.0552354 26.54 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005757 on 149 degrees of freedom Output:Multiple R-squared: 0.8254, Adjusted R-squared: 0.8242 Output:F-statistic: 704.3 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 0.0233453 0.0233453 704.26 < 2.2e-16 *** Output:Residuals 149 0.0049392 0.0000331 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] 0.000188563 Output:[1] 7.243378e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.606076e-07 -0.0000111951 Output:regressor -1.119510e-05 0.0030509528 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) 0.00572780 0.00098256 5.8295 3.32e-08 *** Output:regressor 1.46582911 0.06156011 23.8113 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | CH | 0.7906 | +- 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:-0.0292280 -0.0038272 -0.0007748 0.0029304 0.0213230 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0004602 0.0007052 -0.653 0.515 Output:regressor 0.6219550 0.0261111 23.820 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006284 on 149 degrees of freedom Output:Multiple R-squared: 0.792, Adjusted R-squared: 0.7906 Output:F-statistic: 567.4 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 0.022402 0.0224015 567.37 < 2.2e-16 *** Output:Residuals 149 0.005883 0.0000395 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] 0.000188563 Output:[1] 0.0003860713 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.972818e-07 -0.0000126795 Output:regressor -1.267950e-05 0.0006817915 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) -0.00046022 0.00138172 -0.3331 0.7395 Output:regressor 0.62195499 0.07946498 7.8268 8.569e-13 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | GB | 0.7787 | +- 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:-0.012456 -0.004344 -0.001503 0.003380 0.022633 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0022139 0.0007822 -2.83 0.00529 ** Output:regressor 0.5360065 0.0233070 23.00 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006459 on 149 degrees of freedom Output:Multiple R-squared: 0.7802, Adjusted R-squared: 0.7787 Output:F-statistic: 528.9 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 0.0220676 0.0220676 528.89 < 2.2e-16 *** Output:Residuals 149 0.0062169 0.0000417 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] 0.000188563 Output:[1] 0.0005120624 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.117988e-07 -1.349957e-05 Output:regressor -1.349957e-05 5.432163e-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) -0.0022139 0.0015783 -1.4028 0.1628 Output:regressor 0.5360065 0.0529197 10.1287 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | DE | 0.7412 | +- 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:-0.0171514 -0.0046108 -0.0005792 0.0037667 0.0267151 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.002312 0.000709 3.262 0.00137 ** Output:regressor 0.413748 0.019937 20.753 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006985 on 149 degrees of freedom Output:Multiple R-squared: 0.743, Adjusted R-squared: 0.7412 Output:F-statistic: 430.7 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 0.0210144 0.0210144 430.69 < 2.2e-16 *** Output:Residuals 149 0.0072701 0.0000488 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] 0.000188563 Output:[1] 0.0008183761 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.026869e-07 -8.448052e-06 Output:regressor -8.448052e-06 3.974741e-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) 0.0023125 0.0014094 1.6408 0.1029 Output:regressor 0.4137482 0.0357690 11.5672 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | RO | 0.7168 | +- 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:-0.018254 -0.004667 -0.000725 0.003624 0.039045 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.001338 0.000872 -1.534 0.127 Output:regressor 0.285371 0.014625 19.513 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007307 on 149 degrees of freedom Output:Multiple R-squared: 0.7187, Adjusted R-squared: 0.7168 Output:F-statistic: 380.7 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 0.0203290 0.0203290 380.75 < 2.2e-16 *** Output:Residuals 149 0.0079555 0.0000534 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] 0.000188563 Output:[1] 0.001664201 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.603218e-07 -9.327049e-06 Output:regressor -9.327049e-06 2.138864e-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) -0.0013378 0.0019557 -0.684 0.495 Output:regressor 0.2853706 0.0216069 13.207 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | FR | 0.6388 | +- 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:-0.031094 -0.003365 -0.001092 0.002127 0.047269 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.002783 0.001084 -2.567 0.0112 * Output:regressor 0.976450 0.059833 16.320 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.008252 on 149 degrees of freedom Output:Multiple R-squared: 0.6412, Adjusted R-squared: 0.6388 Output:F-statistic: 266.3 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 0.018137 0.0181373 266.33 < 2.2e-16 *** Output:Residuals 149 0.010147 0.0000681 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] 0.000188563 Output:[1] 0.0001268182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.175353e-06 -5.092328e-05 Output:regressor -5.092328e-05 3.580015e-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) -0.0027828 0.0030187 -0.9219 0.358095 Output:regressor 0.9764497 0.2828187 3.4526 0.000723 *** 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:-7.859e-18 -1.134e-18 2.581e-19 6.042e-19 2.217e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 9.035e-18 3.214e-19 2.811e+01 <2e-16 *** Output:regressor 1.000e+00 5.390e-18 1.855e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.693e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.442e+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 0.24963 0.24963 3.4416e+34 < 2.2e-16 *** Output:Residuals 149 0.00000 0.00000 Output:--- Output:ErrorSignif. 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] 0.001664201 Output:[1] 0.001664201 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.032895e-37 -1.267077e-36 Output:regressor -1.267077e-36 2.905641e-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) 9.0349e-18 1.6347e-19 5.527e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 3.1240e-18 3.201e+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] "-------------------------------------------------------------------------------------------" | |
RO | DE | 0.9294 | +- 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:-0.038175 -0.005681 -0.000999 0.006125 0.045052 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.01438 0.00110 13.07 <2e-16 *** Output:regressor 1.37511 0.03094 44.45 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01084 on 149 degrees of freedom Output:Multiple R-squared: 0.9299, Adjusted R-squared: 0.9294 Output:F-statistic: 1975 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 0.232122 0.232122 1975.4 < 2.2e-16 *** Output:Residuals 149 0.017508 0.000118 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] 0.001664201 Output:[1] 0.0008183761 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.210593e-06 -2.034498e-05 Output:regressor -2.034498e-05 9.572150e-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) 0.0143805 0.0012772 11.260 < 2.2e-16 *** Output:regressor 1.3751055 0.0589770 23.316 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | ES | 0.8341 | +- 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:-0.053595 -0.010487 -0.003029 0.006251 0.073642 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.027534 0.001473 18.69 <2e-16 *** Output:regressor 4.380478 0.159422 27.48 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01662 on 149 degrees of freedom Output:Multiple R-squared: 0.8352, Adjusted R-squared: 0.8341 Output:F-statistic: 755 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 0.208485 0.208485 755 < 2.2e-16 *** Output:Residuals 149 0.041145 0.000276 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] 0.001664201 Output:[1] 7.243378e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.17094e-06 -0.0000932586 Output:regressor -9.32586e-05 0.0254153562 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) 0.0275338 0.0033729 8.1632 1.268e-13 *** Output:regressor 4.3804784 0.2298602 19.0571 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | CH | 0.7974 | +- 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:-0.128986 -0.009083 -0.000875 0.008346 0.087561 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.009098 0.002060 4.415 1.93e-05 *** Output:regressor 1.855615 0.076294 24.322 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01836 on 149 degrees of freedom Output:Multiple R-squared: 0.7988, Adjusted R-squared: 0.7974 Output:F-statistic: 591.6 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 0.199404 0.199404 591.55 < 2.2e-16 *** Output:Residuals 149 0.050226 0.000337 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] 0.001664201 Output:[1] 0.0003860713 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.245534e-06 -0.000108251 Output:regressor -1.082510e-04 0.005820782 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) 0.0090980 0.0031627 2.8767 0.004609 ** Output:regressor 1.8556152 0.2513001 7.3841 1.008e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | IT | 0.7168 | +- 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:-0.055995 -0.012681 -0.000572 0.009772 0.081298 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.015635 0.002275 6.872 1.61e-10 *** Output:regressor 2.518595 0.129075 19.513 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.02171 on 149 degrees of freedom Output:Multiple R-squared: 0.7187, Adjusted R-squared: 0.7168 Output:F-statistic: 380.7 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 0.179417 0.179417 380.75 < 2.2e-16 *** Output:Residuals 149 0.070213 0.000471 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] 0.001664201 Output:[1] 0.000188563 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.175812e-06 -0.0001850369 Output:regressor -1.850369e-04 0.0166602541 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) 0.0156347 0.0028869 5.4157 2.394e-07 *** Output:regressor 2.5185955 0.3298121 7.6365 2.491e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | GB | 0.7112 | +- 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:-0.063691 -0.010504 0.000518 0.007877 0.085266 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.005775 0.002655 2.175 0.0312 * Output:regressor 1.522366 0.079106 19.245 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.02192 on 149 degrees of freedom Output:Multiple R-squared: 0.7131, Adjusted R-squared: 0.7112 Output:F-statistic: 370.4 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 0.178013 0.178013 370.36 < 2.2e-16 *** Output:Residuals 149 0.071617 0.000481 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] 0.001664201 Output:[1] 0.0005120624 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.047751e-06 -0.0001555112 Output:regressor -1.555112e-04 0.0062576988 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) 0.0057749 0.0044654 1.2932 0.1979 Output:regressor 1.5223662 0.3034735 5.0165 1.479e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | FR | 0.5606 | +- 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:-0.071183 -0.012126 -0.000923 0.009143 0.124666 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.004926 0.003553 1.387 0.168 Output:regressor 2.719357 0.196066 13.870 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.02704 on 149 degrees of freedom Output:Multiple R-squared: 0.5635, Adjusted R-squared: 0.5606 Output:F-statistic: 192.4 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 0.14067 0.140671 192.37 < 2.2e-16 *** Output:Residuals 149 0.10896 0.000731 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] 0.001664201 Output:[1] 0.0001268182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0000126208 -0.0005468081 Output:regressor -0.0005468081 0.0384417732 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) 0.0049265 0.0107938 0.4564 0.64875 Output:regressor 2.7193569 1.2827970 2.1199 0.03567 * 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:-1.052e-16 -1.487e-17 -3.390e-18 9.900e-18 1.134e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.807e-16 1.493e-17 -1.210e+01 <2e-16 *** Output:regressor 1.000e+00 5.866e-17 1.705e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 9.698e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.906e+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 2.7332 2.7332 2.9061e+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] 0.01822133 Output:[1] 0.01822133 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.230303e-34 -7.437300e-34 Output:regressor -7.437300e-34 3.441077e-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) -1.8070e-16 2.8722e-17 -6.2913e+00 3.322e-09 *** Output:regressor 1.0000e+00 1.6486e-16 6.0659e+15 < 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 | 0.1660 | +- 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:-0.26449 -0.08299 -0.03035 0.05222 0.43612 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.09100 0.02466 3.690 0.000313 *** Output:regressor 0.34315 0.06178 5.555 1.25e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1233 on 149 degrees of freedom Output:Multiple R-squared: 0.1716, Adjusted R-squared: 0.166 Output:F-statistic: 30.85 on 1 and 149 DF, p-value: 1.245e-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 0.46888 0.46888 30.854 1.245e-07 *** Output:Residuals 149 2.26432 0.01520 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] 0.01822133 Output:[1] 0.02654592 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.000608106 -0.001391663 Output:regressor -0.001391663 0.003816470 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) 0.091003 0.040811 2.2299 0.0272513 * Output:regressor 0.343153 0.102153 3.3592 0.0009926 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | ES | 0.0745 | +- 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:-0.28246 -0.08495 -0.03864 0.06324 0.42190 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.07847 0.03951 1.986 0.048827 * Output:regressor 0.21855 0.06044 3.616 0.000409 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1299 on 149 degrees of freedom Output:Multiple R-squared: 0.08068, Adjusted R-squared: 0.07451 Output:F-statistic: 13.08 on 1 and 149 DF, p-value: 0.0004085 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 0.22052 0.220523 13.077 0.0004085 *** Output:Residuals 149 2.51268 0.016864 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] 0.01822133 Output:[1] 0.03077835 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001560783 -0.002300682 Output:regressor -0.002300682 0.003652696 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) 0.078475 0.066312 1.1834 0.23853 Output:regressor 0.218554 0.102539 2.1314 0.03469 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | GB | 0.0302 | +- 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:-0.25979 -0.09675 -0.02285 0.07160 0.45531 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.17742 0.01954 9.082 6.03e-16 *** Output:regressor 0.95973 0.40325 2.380 0.0186 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1329 on 149 degrees of freedom Output:Multiple R-squared: 0.03662, Adjusted R-squared: 0.03016 Output:F-statistic: 5.664 on 1 and 149 DF, p-value: 0.01858 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 0.1001 0.100096 5.6642 0.01858 * Output:Residuals 149 2.6331 0.017672 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] 0.01822133 Output:[1] 0.0007244903 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0003816456 -0.006559714 Output:regressor -0.0065597144 0.162613917 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) 0.177418 0.022191 7.9949 3.31e-13 *** Output:regressor 0.959726 0.444397 2.1596 0.0324 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | RO | 0.0151 | +- 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:-0.24347 -0.09627 -0.02464 0.06388 0.46201 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.13784 0.04447 3.099 0.00232 ** Output:regressor 0.15271 0.08410 1.816 0.07140 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.134 on 149 degrees of freedom Output:Multiple R-squared: 0.02165, Adjusted R-squared: 0.01509 Output:F-statistic: 3.297 on 1 and 149 DF, p-value: 0.0714 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 0.05918 0.059178 3.2975 0.0714 . Output:Residuals 149 2.67402 0.017946 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] 0.01822133 Output:[1] 0.01691705 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001977820 -0.003625913 Output:regressor -0.003625913 0.007072331 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) 0.137839 0.076855 1.7935 0.07492 . Output:regressor 0.152712 0.138377 1.1036 0.27155 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | DE | 0.0022 | +- 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:-0.24013 -0.09832 -0.02890 0.06834 0.48929 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.19283 0.02303 8.373 3.79e-14 *** Output:regressor 0.05569 0.04840 1.151 0.252 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1348 on 149 degrees of freedom Output:Multiple R-squared: 0.008809, Adjusted R-squared: 0.002157 Output:F-statistic: 1.324 on 1 and 149 DF, p-value: 0.2517 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 0.02408 0.024077 1.3242 0.2517 Output:Residuals 149 2.70912 0.018182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01822133 Output:[1] 0.05175101 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0005303659 -0.0009799056 Output:regressor -0.0009799056 0.0023422444 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) 0.192833 0.034461 5.5957 1.025e-07 *** Output:regressor 0.055693 0.057566 0.9674 0.3349 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | IT | -0.0045 | +- 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:-0.22107 -0.09382 -0.02844 0.06219 0.47817 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.20364 0.02455 8.294 5.98e-14 *** Output:regressor 0.02490 0.04374 0.569 0.57 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1353 on 149 degrees of freedom Output:Multiple R-squared: 0.00217, Adjusted R-squared: -0.004527 Output:F-statistic: 0.324 on 1 and 149 DF, p-value: 0.57 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 0.00593 0.0059312 0.324 0.57 Output:Residuals 149 2.72727 0.0183038 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01822133 Output:[1] 0.06378893 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006027914 -0.0009598073 Output:regressor -0.0009598073 0.0019129559 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) 0.203641 0.031653 6.4336 1.603e-09 *** Output:regressor 0.024897 0.059413 0.4191 0.6758 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:-5.340e-16 -2.100e-18 2.800e-18 8.560e-18 4.892e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.228e-17 7.782e-18 9.288e+00 <2e-16 *** Output:regressor 1.000e+00 1.635e-17 6.115e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.556e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.739e+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 7.7627 7.7627 3.7391e+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] 0.05175101 Output:[1] 0.05175101 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.055882e-35 -1.118887e-34 Output:regressor -1.118887e-34 2.674447e-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) 7.2279e-17 2.5336e-18 2.8529e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 1.1113e-17 8.9981e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable | |
DE | RO | 0.4819 | +- 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:-0.35515 -0.10288 -0.00058 0.09037 0.41534 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.20637 0.05436 -3.797 0.000213 *** Output:regressor 1.21854 0.10279 11.855 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1637 on 149 degrees of freedom Output:Multiple R-squared: 0.4854, Adjusted R-squared: 0.4819 Output:F-statistic: 140.5 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 3.7679 3.7679 140.54 < 2.2e-16 *** Output:Residuals 149 3.9948 0.0268 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] 0.05175101 Output:[1] 0.01691705 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002954716 -0.005416845 Output:regressor -0.005416845 0.010565536 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) -0.206371 0.059876 -3.4467 0.0007378 *** Output:regressor 1.218539 0.142841 8.5308 1.524e-14 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | ES | 0.2434 | +- 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:-0.37877 -0.14765 -0.03085 0.13608 0.49715 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.01124 0.06020 0.187 0.852 Output:regressor 0.64637 0.09209 7.019 7.35e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1979 on 149 degrees of freedom Output:Multiple R-squared: 0.2485, Adjusted R-squared: 0.2434 Output:F-statistic: 49.26 on 1 and 149 DF, p-value: 7.351e-11 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 1.9288 1.92885 49.264 7.351e-11 *** Output:Residuals 149 5.8338 0.03915 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] 0.05175101 Output:[1] 0.03077835 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003623748 -0.005341608 Output:regressor -0.005341608 0.008480647 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) 0.011241 0.061940 0.1815 0.8562 Output:regressor 0.646369 0.127618 5.0649 1.191e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | FR | 0.1165 | +- 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:-0.42177 -0.15650 -0.04787 0.14022 0.46012 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.24025 0.04277 5.617 9.27e-08 *** Output:regressor 0.48846 0.10716 4.558 1.07e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2138 on 149 degrees of freedom Output:Multiple R-squared: 0.1224, Adjusted R-squared: 0.1165 Output:F-statistic: 20.78 on 1 and 149 DF, p-value: 1.067e-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 0.9500 0.95004 20.779 1.067e-05 *** Output:Residuals 149 6.8126 0.04572 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] 0.05175101 Output:[1] 0.02654592 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001829597 -0.004187071 Output:regressor -0.004187071 0.011482541 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) 0.240247 0.051575 4.6582 7.012e-06 *** Output:regressor 0.488458 0.156079 3.1296 0.002107 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | GB | 0.0240 | +- 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:-0.37379 -0.16949 -0.05942 0.16067 0.52018 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.35885 0.03303 10.865 <2e-16 *** Output:regressor 1.47524 0.68176 2.164 0.0321 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2247 on 149 degrees of freedom Output:Multiple R-squared: 0.03047, Adjusted R-squared: 0.02396 Output:F-statistic: 4.682 on 1 and 149 DF, p-value: 0.03207 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 0.2365 0.236509 4.6823 0.03207 * Output:Residuals 149 7.5261 0.050511 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] 0.05175101 Output:[1] 0.0007244903 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.00109085 -0.01874949 Output:regressor -0.01874949 0.46479594 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) 0.358852 0.043465 8.2562 7.444e-14 *** Output:regressor 1.475238 0.806395 1.8294 0.06934 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | IT | 0.0129 | +- 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:-0.34249 -0.18698 -0.04864 0.16090 0.53566 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.48149 0.04102 11.739 <2e-16 *** Output:regressor -0.12582 0.07307 -1.722 0.0871 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.226 on 149 degrees of freedom Output:Multiple R-squared: 0.01951, Adjusted R-squared: 0.01293 Output:F-statistic: 2.965 on 1 and 149 DF, p-value: 0.08714 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 0.1515 0.151473 2.9653 0.08714 . Output:Residuals 149 7.6112 0.051082 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] 0.05175101 Output:[1] 0.06378893 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001682253 -0.002678602 Output:regressor -0.002678602 0.005338621 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) 0.481491 0.081316 5.9212 2.118e-08 *** Output:regressor -0.125820 0.114532 -1.0986 0.2737 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | CH | 0.0022 | +- 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:-0.33012 -0.18017 -0.06655 0.19888 0.53673 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.38418 0.03499 10.978 <2e-16 *** Output:regressor 0.15817 0.13745 1.151 0.252 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2272 on 149 degrees of freedom Output:Multiple R-squared: 0.008809, Adjusted R-squared: 0.002157 Output:F-statistic: 1.324 on 1 and 149 DF, p-value: 0.2517 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 0.0684 0.068382 1.3242 0.2517 Output:Residuals 149 7.6943 0.051639 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.05175101 Output:[1] 0.01822133 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001224558 -0.004083483 Output:regressor -0.004083483 0.018893388 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) 0.384175 0.059578 6.4482 1.486e-09 *** Output:regressor 0.158174 0.174115 0.9084 0.3651 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:-7.606e-17 -1.118e-17 -5.660e-18 3.400e-19 7.920e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.891e-16 2.036e-17 -1.420e+01 <2e-16 *** Output:regressor 1.000e+00 3.114e-17 3.211e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 6.691e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.031e+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 4.6168 4.6168 1.0312e+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] 0.03077835 Output:[1] 0.03077835 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.143846e-34 -6.108260e-34 Output:regressor -6.108260e-34 9.697829e-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 2.5854e-17 -1.1183e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 4.8688e-17 2.0539e+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 | 0.3442 | +- 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:-0.32550 -0.09701 -0.00504 0.10489 0.39485 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.22156 0.04716 4.698 5.93e-06 *** Output:regressor 0.79639 0.08918 8.930 1.48e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1421 on 149 degrees of freedom Output:Multiple R-squared: 0.3486, Adjusted R-squared: 0.3442 Output:F-statistic: 79.74 on 1 and 149 DF, p-value: 1.478e-15 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 1.6094 1.60941 79.739 1.478e-15 *** Output:Residuals 149 3.0073 0.02018 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] 0.03077835 Output:[1] 0.01691705 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002224360 -0.004077892 Output:regressor -0.004077892 0.007953913 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) 0.221558 0.070991 3.1209 0.002165 ** Output:regressor 0.796389 0.120407 6.6141 6.284e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | DE | 0.2434 | +- 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:-0.41309 -0.09423 0.00454 0.10890 0.37529 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.46903 0.02606 17.997 < 2e-16 *** Output:regressor 0.38442 0.05477 7.019 7.35e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1526 on 149 degrees of freedom Output:Multiple R-squared: 0.2485, Adjusted R-squared: 0.2434 Output:F-statistic: 49.26 on 1 and 149 DF, p-value: 7.351e-11 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 1.1472 1.14716 49.264 7.351e-11 *** Output:Residuals 149 3.4696 0.02329 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] 0.03077835 Output:[1] 0.05175101 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006792434 -0.001254972 Output:regressor -0.0012549723 0.002999729 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) 0.469031 0.047928 9.7861 < 2.2e-16 *** Output:regressor 0.384421 0.074370 5.1690 7.452e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | FR | 0.2378 | +- 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:-0.51472 -0.10146 0.01036 0.11478 0.42583 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.43634 0.03064 14.242 < 2e-16 *** Output:regressor 0.53071 0.07675 6.915 1.29e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1532 on 149 degrees of freedom Output:Multiple R-squared: 0.2429, Adjusted R-squared: 0.2378 Output:F-statistic: 47.81 on 1 and 149 DF, p-value: 1.286e-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 1.1215 1.12153 47.81 1.286e-10 *** Output:Residuals 149 3.4952 0.02346 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] 0.03077835 Output:[1] 0.02654592 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0009386786 -0.002148185 Output:regressor -0.0021481848 0.005891140 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) 0.436335 0.045480 9.5941 < 2.2e-16 *** Output:regressor 0.530715 0.098879 5.3673 2.999e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | CH | 0.0745 | +- 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:-0.52573 -0.09371 0.01073 0.12258 0.38326 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.55007 0.02599 21.165 < 2e-16 *** Output:regressor 0.36917 0.10209 3.616 0.000409 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1688 on 149 degrees of freedom Output:Multiple R-squared: 0.08068, Adjusted R-squared: 0.07451 Output:F-statistic: 13.08 on 1 and 149 DF, p-value: 0.0004085 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 0.3725 0.37249 13.077 0.0004085 *** Output:Residuals 149 4.2443 0.02848 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] 0.03077835 Output:[1] 0.01822133 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006754818 -0.002252502 Output:regressor -0.0022525017 0.010421837 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) 0.550069 0.048264 11.3971 < 2e-16 *** Output:regressor 0.369168 0.172114 2.1449 0.03358 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | GB | 0.0465 | +- 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:-0.46636 -0.11838 0.01262 0.14214 0.32910 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.56939 0.02517 22.618 <2e-16 *** Output:regressor 1.49890 0.51965 2.884 0.0045 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1713 on 149 degrees of freedom Output:Multiple R-squared: 0.05288, Adjusted R-squared: 0.04653 Output:F-statistic: 8.32 on 1 and 149 DF, p-value: 0.004503 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 0.2442 0.244156 8.3198 0.004503 ** Output:Residuals 149 4.3726 0.029346 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] 0.03077835 Output:[1] 0.0007244903 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006337703 -0.01089323 Output:regressor -0.0108932278 0.27004079 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) 0.569394 0.037105 15.3453 < 2.2e-16 *** Output:regressor 1.498896 0.542621 2.7623 0.006462 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | IT | 0.0399 | +- 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:-0.44178 -0.10682 0.01682 0.12779 0.35588 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.55484 0.03120 17.786 < 2e-16 *** Output:regressor 0.14952 0.05557 2.691 0.00795 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1719 on 149 degrees of freedom Output:Multiple R-squared: 0.04633, Adjusted R-squared: 0.03993 Output:F-statistic: 7.239 on 1 and 149 DF, p-value: 0.007949 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 0.2139 0.213907 7.239 0.007949 ** Output:Residuals 149 4.4028 0.029549 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] 0.03077835 Output:[1] 0.06378893 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0009731343 -0.001549494 Output:regressor -0.0015494936 0.003088237 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) 0.554839 0.057994 9.5672 < 2e-16 *** Output:regressor 0.149518 0.080158 1.8653 0.06411 . 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:-9.263e-16 1.690e-18 6.150e-18 8.960e-18 9.584e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.168e-16 1.553e-17 1.396e+01 <2e-16 *** Output:regressor 1.000e+00 3.892e-17 2.570e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 7.766e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 6.603e+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 3.9819 3.9819 6.6031e+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] 0.02654592 Output:[1] 0.02654592 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.413058e-34 -5.522333e-34 Output:regressor -5.522333e-34 1.514434e-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 1.0420e-17 2.0809e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 4.2576e-17 2.3487e+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 | ES | 0.2378 | +- 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:-0.32038 -0.09689 -0.02623 0.06667 0.53366 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.07634 0.04327 1.764 0.0798 . Output:regressor 0.45773 0.06620 6.915 1.29e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1422 on 149 degrees of freedom Output:Multiple R-squared: 0.2429, Adjusted R-squared: 0.2378 Output:F-statistic: 47.81 on 1 and 149 DF, p-value: 1.286e-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 0.96731 0.96731 47.81 1.286e-10 *** Output:Residuals 149 3.01458 0.02023 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] 0.02654592 Output:[1] 0.03077835 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001872550 -0.002760243 Output:regressor -0.002760243 0.004382322 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) 0.076339 0.043042 1.7736 0.07817 . Output:regressor 0.457734 0.067707 6.7605 2.913e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | CH | 0.1660 | +- 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:-0.46489 -0.08846 -0.00964 0.09091 0.58751 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.25660 0.02291 11.199 < 2e-16 *** Output:regressor 0.49993 0.09000 5.555 1.25e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1488 on 149 degrees of freedom Output:Multiple R-squared: 0.1716, Adjusted R-squared: 0.166 Output:F-statistic: 30.85 on 1 and 149 DF, p-value: 1.245e-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 0.6831 0.68310 30.854 1.245e-07 *** Output:Residuals 149 3.2988 0.02214 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] 0.02654592 Output:[1] 0.01822133 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0005250091 -0.001750727 Output:regressor -0.0017507267 0.008100232 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) 0.256596 0.031112 8.2476 7.821e-14 *** Output:regressor 0.499925 0.135148 3.6991 0.0003037 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | RO | 0.1435 | +- 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:-0.24594 -0.10852 -0.02225 0.07616 0.56857 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.11657 0.05006 2.329 0.0212 * Output:regressor 0.48387 0.09466 5.112 9.65e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1508 on 149 degrees of freedom Output:Multiple R-squared: 0.1492, Adjusted R-squared: 0.1435 Output:F-statistic: 26.13 on 1 and 149 DF, p-value: 9.65e-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 0.5941 0.59412 26.131 9.65e-07 *** Output:Residuals 149 3.3878 0.02274 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] 0.02654592 Output:[1] 0.01691705 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002505735 -0.004593732 Output:regressor -0.004593732 0.008960059 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) 0.116570 0.056002 2.0816 0.03909 * Output:regressor 0.483872 0.093514 5.1743 7.274e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | DE | 0.1165 | +- 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:-0.26596 -0.10184 -0.02653 0.07393 0.54016 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.25982 0.02616 9.934 < 2e-16 *** Output:regressor 0.25056 0.05497 4.558 1.07e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1531 on 149 degrees of freedom Output:Multiple R-squared: 0.1224, Adjusted R-squared: 0.1165 Output:F-statistic: 20.78 on 1 and 149 DF, p-value: 1.067e-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 0.4873 0.48733 20.779 1.067e-05 *** Output:Residuals 149 3.4946 0.02345 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] 0.02654592 Output:[1] 0.05175101 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006841312 -0.001264003 Output:regressor -0.0012640030 0.003021315 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) 0.259823 0.033213 7.8229 8.759e-13 *** Output:regressor 0.250557 0.053795 4.6576 7.030e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | GB | 0.0336 | +- 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:-0.35577 -0.11857 -0.00910 0.09952 0.57282 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.31578 0.02354 13.416 <2e-16 *** Output:regressor 1.21140 0.48586 2.493 0.0137 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1602 on 149 degrees of freedom Output:Multiple R-squared: 0.04005, Adjusted R-squared: 0.03361 Output:F-statistic: 6.217 on 1 and 149 DF, p-value: 0.01375 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 0.1595 0.159478 6.2165 0.01375 * Output:Residuals 149 3.8224 0.025654 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] 0.02654592 Output:[1] 0.0007244903 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0005540256 -0.009522577 Output:regressor -0.0095225771 0.236062652 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) 0.315780 0.025264 12.4991 < 2e-16 *** Output:regressor 1.211401 0.518210 2.3377 0.02073 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | IT | -0.0039 | +- 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:-0.29660 -0.11423 -0.00821 0.10008 0.60946 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.34753 0.02962 11.731 <2e-16 *** Output:regressor 0.03411 0.05277 0.646 0.519 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1632 on 149 degrees of freedom Output:Multiple R-squared: 0.002796, Adjusted R-squared: -0.003897 Output:F-statistic: 0.4178 on 1 and 149 DF, p-value: 0.519 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 0.0111 0.011134 0.4178 0.519 Output:Residuals 149 3.9708 0.026649 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.02654592 Output:[1] 0.06378893 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008776318 -0.001397428 Output:regressor -0.0013974277 0.002785161 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) 0.347532 0.044211 7.8608 7.072e-13 *** Output:regressor 0.034111 0.065941 0.5173 0.6057 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:-1.636e-17 -1.965e-18 -1.241e-18 -7.400e-19 1.967e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.259e-17 2.404e-18 9.394e+00 <2e-16 *** Output:regressor 1.000e+00 4.963e-17 2.015e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.636e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 4.06e+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 0.10867 0.10867 4.0596e+32 < 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] 0.0007244903 Output:[1] 0.0007244903 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.781267e-36 -9.936827e-35 Output:regressor -9.936827e-35 2.463318e-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) 2.2587e-17 2.8346e-18 7.9683e+00 3.849e-13 *** Output:regressor 1.0000e+00 4.1085e-17 2.4340e+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 | 0.0498 | +- 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:-0.050551 -0.017251 -0.004686 0.011733 0.104536 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.01520 0.00871 1.745 0.0830 . Output:regressor 0.04903 0.01647 2.977 0.0034 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.02624 on 149 degrees of freedom Output:Multiple R-squared: 0.05613, Adjusted R-squared: 0.0498 Output:F-statistic: 8.861 on 1 and 149 DF, p-value: 0.0034 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 0.00610 0.0061002 8.8613 0.0034 ** Output:Residuals 149 0.10257 0.0006884 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] 0.0007244903 Output:[1] 0.01691705 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.586761e-05 -0.0001390872 Output:regressor -1.390872e-04 0.0002712890 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) 0.0152019 0.0087848 1.7305 0.085616 . Output:regressor 0.0490303 0.0178668 2.7442 0.006811 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | ES | 0.0465 | +- 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:-0.047518 -0.017915 -0.006061 0.011610 0.110518 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.018116 0.007996 2.266 0.0249 * Output:regressor 0.035282 0.012232 2.884 0.0045 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.02628 on 149 degrees of freedom Output:Multiple R-squared: 0.05288, Adjusted R-squared: 0.04653 Output:F-statistic: 8.32 on 1 and 149 DF, p-value: 0.004503 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 0.005747 0.0057472 8.3198 0.004503 ** Output:Residuals 149 0.102926 0.0006908 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] 0.0007244903 Output:[1] 0.03077835 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.393413e-05 -9.424248e-05 Output:regressor -9.424248e-05 1.496249e-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) 0.0181162 0.0062566 2.8956 0.0043548 ** Output:regressor 0.0352825 0.0093911 3.7570 0.0002462 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | FR | 0.0336 | +- 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:-0.052813 -0.016749 -0.006958 0.011525 0.102982 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.028283 0.005293 5.343 3.35e-07 *** Output:regressor 0.033062 0.013260 2.493 0.0137 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.02646 on 149 degrees of freedom Output:Multiple R-squared: 0.04005, Adjusted R-squared: 0.03361 Output:F-statistic: 6.217 on 1 and 149 DF, p-value: 0.01375 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 0.004352 0.0043525 6.2165 0.01375 * Output:Residuals 149 0.104321 0.0007001 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] 0.0007244903 Output:[1] 0.02654592 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.801652e-05 -6.411638e-05 Output:regressor -6.411638e-05 1.758315e-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) 0.0282834 0.0053628 5.2740 4.615e-07 *** Output:regressor 0.0330615 0.0142331 2.3229 0.02154 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | CH | 0.0302 | +- 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:-0.047889 -0.018004 -0.006842 0.008211 0.108580 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.032092 0.004082 7.862 7.03e-13 *** Output:regressor 0.038159 0.016034 2.380 0.0186 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.02651 on 149 degrees of freedom Output:Multiple R-squared: 0.03662, Adjusted R-squared: 0.03016 Output:F-statistic: 5.664 on 1 and 149 DF, p-value: 0.01858 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 0.00398 0.0039799 5.6642 0.01858 * Output:Residuals 149 0.10469 0.0007026 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] 0.0007244903 Output:[1] 0.01822133 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.666220e-05 -5.556275e-05 Output:regressor -5.556275e-05 2.570768e-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) 0.0320917 0.0043379 7.3980 9.34e-12 *** Output:regressor 0.0381592 0.0166260 2.2952 0.02312 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | DE | 0.0240 | +- 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:-0.04985 -0.01805 -0.00471 0.01227 0.10520 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.031699 0.004542 6.980 9.08e-11 *** Output:regressor 0.020653 0.009544 2.164 0.0321 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.02659 on 149 degrees of freedom Output:Multiple R-squared: 0.03047, Adjusted R-squared: 0.02396 Output:F-statistic: 4.682 on 1 and 149 DF, p-value: 0.03207 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 0.003311 0.0033110 4.6823 0.03207 * Output:Residuals 149 0.105363 0.0007071 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] 0.0007244903 Output:[1] 0.05175101 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.062686e-05 -3.811025e-05 Output:regressor -3.811025e-05 9.109401e-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) 0.0316989 0.0046749 6.7807 2.617e-10 *** Output:regressor 0.0206527 0.0109094 1.8931 0.06028 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | IT | 0.0036 | +- 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:-0.045739 -0.018881 -0.006274 0.010712 0.104261 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.045739 0.004876 9.381 <2e-16 *** Output:regressor -0.010763 0.008686 -1.239 0.217 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.02687 on 149 degrees of freedom Output:Multiple R-squared: 0.0102, Adjusted R-squared: 0.003557 Output:F-statistic: 1.535 on 1 and 149 DF, p-value: 0.2173 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 0.001108 0.00110842 1.5354 0.2173 Output:Residuals 149 0.107565 0.00072191 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0007244903 Output:[1] 0.06378893 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.377446e-05 -3.785539e-05 Output:regressor -3.785539e-05 7.544816e-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) 0.0457394 0.0093988 4.8665 2.862e-06 *** Output:regressor -0.0107630 0.0152923 -0.7038 0.4826 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:-3.224e-15 -1.100e-17 1.930e-17 4.550e-17 3.382e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -5.782e-16 4.893e-17 -1.182e+01 <2e-16 *** Output:regressor 1.000e+00 8.717e-17 1.147e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.696e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.316e+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 9.5683 9.5683 1.316e+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] 0.06378893 Output:[1] 0.06378893 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.394422e-33 -3.812569e-33 Output:regressor -3.812569e-33 7.598688e-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 9.9555e-17 -5.8082e+00 3.683e-08 *** Output:regressor 1.0000e+00 1.5849e-16 6.3096e+15 < 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 | 0.0399 | +- 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:-0.58877 -0.14661 0.02824 0.19042 0.43400 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.30656 0.07529 4.072 7.55e-05 *** Output:regressor 0.30988 0.11517 2.691 0.00795 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2475 on 149 degrees of freedom Output:Multiple R-squared: 0.04633, Adjusted R-squared: 0.03993 Output:F-statistic: 7.239 on 1 and 149 DF, p-value: 0.007949 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 0.4433 0.44333 7.239 0.007949 ** Output:Residuals 149 9.1250 0.06124 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] 0.06378893 Output:[1] 0.03077835 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005668127 -0.008355136 Output:regressor -0.008355136 0.013265101 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) 0.306560 0.053148 5.768 4.476e-08 *** Output:regressor 0.309880 0.113508 2.730 0.007096 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | DE | 0.0129 | +- 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:-0.49257 -0.18529 0.01119 0.19093 0.49060 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.56662 0.04286 13.222 <2e-16 *** Output:regressor -0.15509 0.09006 -1.722 0.0871 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2509 on 149 degrees of freedom Output:Multiple R-squared: 0.01951, Adjusted R-squared: 0.01293 Output:F-statistic: 2.965 on 1 and 149 DF, p-value: 0.08714 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 0.1867 0.186707 2.9653 0.08714 . Output:Residuals 149 9.3816 0.062964 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] 0.06378893 Output:[1] 0.05175101 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001836646 -0.003393392 Output:regressor -0.003393392 0.008111143 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) 0.566623 0.055658 10.1805 <2e-16 *** Output:regressor -0.155087 0.164671 -0.9418 0.3478 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | GB | 0.0036 | +- 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:-0.53997 -0.18023 0.02107 0.19440 0.42740 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.53997 0.03705 14.574 <2e-16 *** Output:regressor -0.94765 0.76478 -1.239 0.217 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2521 on 149 degrees of freedom Output:Multiple R-squared: 0.0102, Adjusted R-squared: 0.003557 Output:F-statistic: 1.535 on 1 and 149 DF, p-value: 0.2173 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 0.0976 0.097593 1.5354 0.2173 Output:Residuals 149 9.4707 0.063562 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06378893 Output:[1] 0.0007244903 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001372703 -0.02359399 Output:regressor -0.023593987 0.58488991 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) 0.539968 0.041814 12.9134 <2e-16 *** Output:regressor -0.947647 1.324261 -0.7156 0.4754 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | FR | -0.0039 | +- 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:-0.55029 -0.16566 0.02665 0.19412 0.43310 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.47185 0.05062 9.321 <2e-16 *** Output:regressor 0.08197 0.12682 0.646 0.519 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2531 on 149 degrees of freedom Output:Multiple R-squared: 0.002796, Adjusted R-squared: -0.003897 Output:F-statistic: 0.4178 on 1 and 149 DF, p-value: 0.519 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 0.0268 0.026754 0.4178 0.519 Output:Residuals 149 9.5416 0.064037 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06378893 Output:[1] 0.02654592 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002562493 -0.005864317 Output:regressor -0.005864317 0.016082190 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) 0.471851 0.043704 10.7965 <2e-16 *** Output:regressor 0.081969 0.156821 0.5227 0.602 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | CH | -0.0045 | +- 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:-0.53831 -0.16660 0.01401 0.19691 0.43735 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.48290 0.03898 12.388 <2e-16 *** Output:regressor 0.08716 0.15312 0.569 0.57 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2531 on 149 degrees of freedom Output:Multiple R-squared: 0.00217, Adjusted R-squared: -0.004527 Output:F-statistic: 0.324 on 1 and 149 DF, p-value: 0.57 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 0.0208 0.020764 0.324 0.57 Output:Residuals 149 9.5476 0.064078 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06378893 Output:[1] 0.01822133 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001519515 -0.005067065 Output:regressor -0.005067065 0.023444208 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) 0.482902 0.042056 11.4823 <2e-16 *** Output:regressor 0.087160 0.181062 0.4814 0.631 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | RO | -0.0055 | +- 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:-0.50106 -0.17612 0.01234 0.19818 0.44023 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.53639 0.08407 6.380 2.11e-09 *** Output:regressor -0.06758 0.15898 -0.425 0.671 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2533 on 149 degrees of freedom Output:Multiple R-squared: 0.001211, Adjusted R-squared: -0.005492 Output:F-statistic: 0.1807 on 1 and 149 DF, p-value: 0.6714 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 0.0116 0.011589 0.1807 0.6714 Output:Residuals 149 9.5568 0.064139 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06378893 Output:[1] 0.01691705 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.007068581 -0.01295874 Output:regressor -0.012958742 0.02527598 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) 0.536388 0.111605 4.8061 3.721e-06 *** Output:regressor -0.067579 0.246924 -0.2737 0.7847 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:-3.568e-17 -4.634e-18 -1.777e-18 2.249e-18 2.091e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.446e-16 6.707e-18 -2.155e+01 <2e-16 *** Output:regressor 1.000e+00 1.268e-17 7.885e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.02e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 6.218e+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 2.5376 2.5376 6.2176e+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] 0.01691705 Output:[1] 0.01691705 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.497842e-35 -8.245838e-35 Output:regressor -8.245838e-35 1.608348e-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 7.9992e-18 -1.8072e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 1.7053e-17 5.8640e+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 | DE | 0.4819 | +- 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:-0.265540 -0.065125 -0.004718 0.056541 0.193333 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.34604 0.01599 21.64 <2e-16 *** Output:regressor 0.39833 0.03360 11.86 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.09362 on 149 degrees of freedom Output:Multiple R-squared: 0.4854, Adjusted R-squared: 0.4819 Output:F-statistic: 140.5 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 1.2317 1.23169 140.54 < 2.2e-16 *** Output:Residuals 149 1.3059 0.00876 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] 0.01691705 Output:[1] 0.05175101 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0002556505 -0.0004723407 Output:regressor -0.0004723407 0.0011290243 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) 0.346043 0.025592 13.5215 < 2.2e-16 *** Output:regressor 0.398332 0.043474 9.1625 3.736e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | ES | 0.3442 | +- 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:-0.33174 -0.06855 0.00247 0.06348 0.24632 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.23698 0.03204 7.396 9.45e-12 *** Output:regressor 0.43773 0.04902 8.930 1.48e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1053 on 149 degrees of freedom Output:Multiple R-squared: 0.3486, Adjusted R-squared: 0.3442 Output:F-statistic: 79.74 on 1 and 149 DF, p-value: 1.478e-15 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 0.8846 0.88460 79.739 1.478e-15 *** Output:Residuals 149 1.6530 0.01109 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] 0.01691705 Output:[1] 0.03077835 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001026759 -0.001513500 Output:regressor -0.001513500 0.002402921 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) 0.236983 0.029234 8.1064 1.755e-13 *** Output:regressor 0.437728 0.048978 8.9372 1.414e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | FR | 0.1435 | +- 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:-0.33564 -0.09056 -0.00098 0.07791 0.31012 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.40025 0.02408 16.622 < 2e-16 *** Output:regressor 0.30836 0.06032 5.112 9.65e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1204 on 149 degrees of freedom Output:Multiple R-squared: 0.1492, Adjusted R-squared: 0.1435 Output:F-statistic: 26.13 on 1 and 149 DF, p-value: 9.65e-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 0.37862 0.37862 26.131 9.65e-07 *** Output:Residuals 149 2.15894 0.01449 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] 0.01691705 Output:[1] 0.02654592 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0005798052 -0.001326896 Output:regressor -0.0013268959 0.003638854 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) 0.400248 0.031457 12.7236 < 2.2e-16 *** Output:regressor 0.308360 0.077002 4.0046 9.771e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | GB | 0.0498 | +- 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:-0.37875 -0.08829 0.00252 0.08197 0.30432 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.46651 0.01863 25.038 <2e-16 *** Output:regressor 1.14487 0.38460 2.977 0.0034 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1268 on 149 degrees of freedom Output:Multiple R-squared: 0.05613, Adjusted R-squared: 0.0498 Output:F-statistic: 8.861 on 1 and 149 DF, p-value: 0.0034 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 0.14244 0.142442 8.8613 0.0034 ** Output:Residuals 149 2.39512 0.016075 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] 0.01691705 Output:[1] 0.0007244903 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0003471515 -0.005966831 Output:regressor -0.0059668309 0.147916463 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) 0.466507 0.022649 20.5972 < 2.2e-16 *** Output:regressor 1.144871 0.377215 3.0351 0.002839 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | CH | 0.0151 | +- 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:-0.33669 -0.08520 0.00580 0.07762 0.30898 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.48205 0.01988 24.251 <2e-16 *** Output:regressor 0.14178 0.07808 1.816 0.0714 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1291 on 149 degrees of freedom Output:Multiple R-squared: 0.02165, Adjusted R-squared: 0.01509 Output:F-statistic: 3.297 on 1 and 149 DF, p-value: 0.0714 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 0.05494 0.054942 3.2975 0.0714 . Output:Residuals 149 2.48262 0.016662 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] 0.01691705 Output:[1] 0.01822133 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0003951131 -0.001317567 Output:regressor -0.0013175675 0.006096099 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) 0.482047 0.028819 16.7270 <2e-16 *** Output:regressor 0.141781 0.108175 1.3107 0.192 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | IT | -0.0055 | +- 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:-0.304306 -0.094037 0.002917 0.085518 0.302535 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.52168 0.02367 22.042 <2e-16 *** Output:regressor -0.01792 0.04216 -0.425 0.671 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1304 on 149 degrees of freedom Output:Multiple R-squared: 0.001211, Adjusted R-squared: -0.005492 Output:F-statistic: 0.1807 on 1 and 149 DF, p-value: 0.6714 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 0.00307 0.0030734 0.1807 0.6714 Output:Residuals 149 2.53448 0.0170100 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01691705 Output:[1] 0.06378893 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0005601817 -0.0008919611 Output:regressor -0.0008919611 0.0017777341 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) 0.521682 0.039567 13.1849 <2e-16 *** Output:regressor -0.017922 0.060210 -0.2977 0.7664 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:-3.434e-16 -4.988e-17 -2.090e-17 1.350e-18 2.335e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.614e-17 1.704e-17 2.121e+00 0.0356 * Output:regressor 1.000e+00 1.423e-17 7.026e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.063e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 4.936e+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 1 210.17 210.17 4.9363e+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] 1.40114 Output:[1] 1.40114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.904165e-34 4.137396e-35 Output:regressor 4.137396e-35 2.025825e-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) 3.6139e-17 1.7917e-17 2.0171e+00 0.04548 * Output:regressor 1.0000e+00 8.5814e-18 1.1653e+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] "-------------------------------------------------------------------------------------------" | |
CH | FR | 0.4579 | +- 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:-1.7580 -0.7072 -0.1707 0.8414 1.6039 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.05061 0.10314 -10.19 <2e-16 *** Output:regressor 0.70115 0.06204 11.30 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8715 on 149 degrees of freedom Output:Multiple R-squared: 0.4616, Adjusted R-squared: 0.4579 Output:F-statistic: 127.7 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 97.006 97.006 127.72 < 2.2e-16 *** Output:Residuals 149 113.165 0.759 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] 1.40114 Output:[1] 1.315494 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01063837 -0.004646220 Output:regressor -0.00464622 0.003848972 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) -1.05061 1.25938 -0.8342 0.4055 Output:regressor 0.70115 0.46077 1.5217 0.1302 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | GB | 0.3828 | +- 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:-1.65953 -0.88920 0.01863 0.67167 1.88235 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.79351 0.09705 -8.176 1.18e-13 *** Output:regressor 3.31886 0.34222 9.698 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9299 on 149 degrees of freedom Output:Multiple R-squared: 0.387, Adjusted R-squared: 0.3828 Output:F-statistic: 94.05 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 81.327 81.327 94.05 < 2.2e-16 *** Output:Residuals 149 128.844 0.865 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] 1.40114 Output:[1] 0.04922286 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.009418854 -0.02079471 Output:regressor -0.020794707 0.11711669 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) -0.79351 1.40266 -0.5657 0.5724 Output:regressor 3.31886 2.48936 1.3332 0.1845 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | DE | 0.2146 | +- 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:-1.78853 -0.74104 -0.05147 0.78108 1.83059 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.89317 0.18965 4.71 5.63e-06 *** Output:regressor -0.13854 0.02138 -6.48 1.26e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.049 on 149 degrees of freedom Output:Multiple R-squared: 0.2199, Adjusted R-squared: 0.2146 Output:F-statistic: 41.99 on 1 and 149 DF, p-value: 1.261e-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 46.209 46.209 41.992 1.261e-09 *** Output:Residuals 149 163.962 1.100 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] 1.40114 Output:[1] 16.04942 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.035966577 -0.0036206422 Output:regressor -0.003620642 0.0004570949 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) 0.89317 1.74604 0.5115 0.6097 Output:regressor -0.13854 0.32952 -0.4204 0.6748 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | RO | 0.1425 | +- 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:-1.9018 -0.7441 0.0469 0.8807 1.7311 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.77404 0.21182 3.654 0.000357 *** Output:regressor -0.30639 0.06017 -5.092 1.06e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.096 on 149 degrees of freedom Output:Multiple R-squared: 0.1482, Adjusted R-squared: 0.1425 Output:F-statistic: 25.93 on 1 and 149 DF, p-value: 1.056e-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 31.15 31.1503 25.927 1.056e-06 *** Output:Residuals 149 179.02 1.2015 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] 1.40114 Output:[1] 2.212154 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0448693 -0.011560901 Output:regressor -0.0115609 0.003620847 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) 0.77404 1.89857 0.4077 0.6841 Output:regressor -0.30639 0.92821 -0.3301 0.7418 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | ES | -0.0056 | +- 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:-2.0924 -1.0406 0.2866 1.0789 1.6638 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.11427 0.24479 -0.467 0.641 Output:regressor -0.03184 0.07960 -0.400 0.690 Output: Output:Residual standard error: 1.187 on 149 degrees of freedom Output:Multiple R-squared: 0.001072, Adjusted R-squared: -0.005632 Output:F-statistic: 0.16 on 1 and 149 DF, p-value: 0.6898 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 0.225 0.2254 0.16 0.6898 Output:Residuals 149 209.946 1.4090 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.40114 Output:[1] 1.48235 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.05992038 -0.017904719 Output:regressor -0.01790472 0.006336924 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) -0.114274 3.072116 -0.0372 0.9704 Output:regressor -0.031839 0.499646 -0.0637 0.9493 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | IT | -0.0063 | +- 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:-2.0653 -1.0945 0.2884 1.0644 1.6578 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.19398 0.10523 -1.843 0.0673 . Output:regressor -0.02189 0.08891 -0.246 0.8059 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.187 on 149 degrees of freedom Output:Multiple R-squared: 0.0004067, Adjusted R-squared: -0.006302 Output:F-statistic: 0.06062 on 1 and 149 DF, p-value: 0.8059 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 0.085 0.08547 0.0606 0.8059 Output:Residuals 149 210.085 1.40997 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.40114 Output:[1] 1.188973 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.011072909 -0.003703977 Output:regressor -0.003703977 0.007905814 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) -0.193976 1.672748 -0.1160 0.9078 Output:regressor -0.021891 0.844650 -0.0259 0.9794 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:-8.565e-15 -7.200e-17 4.480e-17 1.121e-16 1.039e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.313e-15 1.340e-16 -1.726e+01 <2e-16 *** Output:regressor 1.000e+00 1.510e-17 6.621e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 7.411e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 4.384e+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 2407.4 2407.4 4.3836e+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 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] 16.04942 Output:[1] 16.04942 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.794978e-32 -1.806948e-33 Output:regressor -1.806948e-33 2.281216e-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) -2.3129e-15 2.8556e-16 -8.0996e+00 1.824e-13 *** Output:regressor 1.0000e+00 2.8617e-17 3.4944e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable | |
DE | RO | 0.9712 | +- 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:-1.94425 -0.45365 0.09115 0.45387 1.54664 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.55514 0.13142 -4.224 4.16e-05 *** Output:regressor 2.65470 0.03733 71.110 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.68 on 149 degrees of freedom Output:Multiple R-squared: 0.9714, Adjusted R-squared: 0.9712 Output:F-statistic: 5057 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 2338.51 2338.51 5056.7 < 2.2e-16 *** Output:Residuals 149 68.91 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] 16.04942 Output:[1] 2.212154 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.017270522 -0.004449875 Output:regressor -0.004449875 0.001393691 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) -0.55514 0.90711 -0.612 0.5415 Output:regressor 2.65470 0.25193 10.538 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | ES | 0.4335 | +- 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:-5.8116 -2.2185 0.5542 2.6714 4.5696 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.7735 0.6218 2.852 0.00496 ** Output:regressor 2.1757 0.2022 10.759 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.015 on 149 degrees of freedom Output:Multiple R-squared: 0.4372, Adjusted R-squared: 0.4335 Output:F-statistic: 115.8 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 1052.6 1052.59 115.76 < 2.2e-16 *** Output:Residuals 149 1354.8 9.09 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] 16.04942 Output:[1] 1.48235 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.3866784 -0.11554279 Output:regressor -0.1155428 0.04089345 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) 1.77349 3.28444 0.5400 0.590025 Output:regressor 2.17575 0.77367 2.8122 0.005583 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | CH | 0.2146 | +- 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:-8.2259 -1.4672 -0.3262 2.3318 6.6172 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.5969 0.2932 25.91 < 2e-16 *** Output:regressor -1.5870 0.2449 -6.48 1.26e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.55 on 149 degrees of freedom Output:Multiple R-squared: 0.2199, Adjusted R-squared: 0.2146 Output:F-statistic: 41.99 on 1 and 149 DF, p-value: 1.261e-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 1 529.3 529.3 41.992 1.261e-09 *** Output:Residuals 149 1878.1 12.6 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] 16.04942 Output:[1] 1.40114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.08597683 0.01224862 Output:regressor 0.01224862 0.05997387 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) 7.5969 2.8986 2.6208 0.00968 ** Output:regressor -1.5870 1.3480 -1.1772 0.24098 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | IT | 0.0859 | +- 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:-9.076 -2.537 1.872 2.757 5.319 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 8.4430 0.3394 24.873 < 2e-16 *** Output:regressor -1.1142 0.2868 -3.885 0.000154 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.83 on 149 degrees of freedom Output:Multiple R-squared: 0.09196, Adjusted R-squared: 0.08587 Output:F-statistic: 15.09 on 1 and 149 DF, p-value: 0.0001537 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 1 221.39 221.392 15.09 0.0001537 *** Output:Residuals 149 2186.02 14.671 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] 16.04942 Output:[1] 1.188973 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.11521787 -0.03854131 Output:regressor -0.03854131 0.08226303 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) 8.4430 3.3208 2.5425 0.01203 * Output:regressor -1.1142 1.2652 -0.8806 0.37994 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | GB | 0.0342 | +- 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:-7.766 -3.292 1.263 3.661 4.315 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.2746 0.4109 17.704 <2e-16 *** Output:regressor 3.6407 1.4489 2.513 0.013 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.937 on 149 degrees of freedom Output:Multiple R-squared: 0.04065, Adjusted R-squared: 0.03421 Output:F-statistic: 6.314 on 1 and 149 DF, p-value: 0.01305 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 97.86 97.864 6.3137 0.01305 * Output:Residuals 149 2309.55 15.500 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] 16.04942 Output:[1] 0.04922286 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.1688348 -0.3727492 Output:regressor -0.3727492 2.0993399 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) 7.2746 24.5293 0.2966 0.7672 Output:regressor 3.6407 17.0392 0.2137 0.8311 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | FR | -0.0031 | +- 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:-8.660 -3.034 1.343 2.961 5.553 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 8.1725 0.4749 17.210 <2e-16 *** Output:regressor -0.2083 0.2856 -0.729 0.467 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.012 on 149 degrees of freedom Output:Multiple R-squared: 0.003558, Adjusted R-squared: -0.00313 Output:F-statistic: 0.532 on 1 and 149 DF, p-value: 0.4669 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 8.56 8.5646 0.532 0.4669 Output:Residuals 149 2398.85 16.0996 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 16.04942 Output:[1] 1.315494 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.22551043 -0.09848978 Output:regressor -0.09848978 0.08158986 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) 8.17247 4.94939 1.6512 0.1008 Output:regressor -0.20834 2.12404 -0.0981 0.9220 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:-3.894e-16 -6.500e-17 -2.720e-17 1.020e-17 4.238e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.156e-15 7.554e-17 1.531e+01 <2e-16 *** Output:regressor 1.000e+00 2.457e-17 4.071e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.663e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.657e+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 1 222.35 222.35 1.657e+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] 1.48235 Output:[1] 1.48235 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.706598e-33 -1.705180e-33 Output:regressor -1.705180e-33 6.035054e-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 1.5377e-16 7.5207e+00 4.742e-12 *** Output:regressor 1.0000e+00 4.5697e-17 2.1883e+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 | 0.4993 | +- 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:-1.1500 -0.6996 -0.2986 0.6431 2.1597 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.9725 0.1665 5.841 3.14e-08 *** Output:regressor 0.5803 0.0473 12.271 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8615 on 149 degrees of freedom Output:Multiple R-squared: 0.5026, Adjusted R-squared: 0.4993 Output:F-statistic: 150.6 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 1 111.76 111.758 150.57 < 2.2e-16 *** Output:Residuals 149 110.59 0.742 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] 1.48235 Output:[1] 2.212154 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.027719239 -0.007142063 Output:regressor -0.007142063 0.002236878 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) 0.97250 2.30710 0.4215 0.6740 Output:regressor 0.58034 0.51020 1.1375 0.2572 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | DE | 0.4335 | +- 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:-1.2636 -0.8118 -0.2460 0.7960 2.1886 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.23369 0.16568 7.446 7.15e-12 *** Output:regressor 0.20096 0.01868 10.759 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9164 on 149 degrees of freedom Output:Multiple R-squared: 0.4372, Adjusted R-squared: 0.4335 Output:F-statistic: 115.8 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 97.219 97.219 115.76 < 2.2e-16 *** Output:Residuals 149 125.133 0.840 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] 1.48235 Output:[1] 16.04942 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.027449176 -0.0027632222 Output:regressor -0.002763222 0.0003488483 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) 1.23369 2.91308 0.4235 0.6725 Output:regressor 0.20096 0.30061 0.6685 0.5049 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | FR | 0.3286 | +- 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:-2.1067 -0.7464 0.2881 0.8053 1.5192 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.08592 0.11807 17.667 < 2e-16 *** Output:regressor 0.61264 0.07102 8.626 8.73e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9976 on 149 degrees of freedom Output:Multiple R-squared: 0.3331, Adjusted R-squared: 0.3286 Output:F-statistic: 74.42 on 1 and 149 DF, p-value: 8.735e-15 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 74.061 74.061 74.415 8.735e-15 *** Output:Residuals 149 148.291 0.995 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] 1.48235 Output:[1] 1.315494 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.013940541 -0.006088414 Output:regressor -0.006088414 0.005043699 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) 2.08592 4.01180 0.5199 0.6039 Output:regressor 0.61264 1.64771 0.3718 0.7106 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | IT | 0.0575 | +- 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:-2.74872 -0.71723 -0.00015 0.84166 2.30706 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.69332 0.10475 25.713 < 2e-16 *** Output:regressor 0.28203 0.08851 3.186 0.00175 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.182 on 149 degrees of freedom Output:Multiple R-squared: 0.0638, Adjusted R-squared: 0.05752 Output:F-statistic: 10.15 on 1 and 149 DF, p-value: 0.001755 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 14.186 14.1857 10.154 0.001755 ** Output:Residuals 149 208.167 1.3971 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] 1.48235 Output:[1] 1.188973 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.010971777 -0.003670148 Output:regressor -0.003670148 0.007833608 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) 2.69332 2.63179 1.0234 0.3078 Output:regressor 0.28203 1.12585 0.2505 0.8025 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | GB | 0.0056 | +- 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:-2.84353 -0.56144 0.06057 0.99411 2.08993 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.7176 0.1267 21.448 <2e-16 *** Output:regressor 0.6072 0.4468 1.359 0.176 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.214 on 149 degrees of freedom Output:Multiple R-squared: 0.01224, Adjusted R-squared: 0.005615 Output:F-statistic: 1.847 on 1 and 149 DF, p-value: 0.1762 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 2.723 2.7226 1.8471 0.1762 Output:Residuals 149 219.630 1.4740 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.48235 Output:[1] 0.04922286 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01605559 -0.03544712 Output:regressor -0.03544712 0.19963970 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) 2.71764 1.52303 1.7844 0.0764 . Output:regressor 0.60725 4.40291 0.1379 0.8905 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | CH | -0.0056 | +- 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:-2.93533 -0.66568 0.00668 0.94396 2.25618 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.81858 0.10084 27.95 <2e-16 *** Output:regressor -0.03368 0.08422 -0.40 0.69 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.221 on 149 degrees of freedom Output:Multiple R-squared: 0.001072, Adjusted R-squared: -0.005632 Output:F-statistic: 0.16 on 1 and 149 DF, p-value: 0.6898 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 0.238 0.23846 0.16 0.6898 Output:Residuals 149 222.114 1.49070 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.48235 Output:[1] 1.40114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.010168018 0.001448579 Output:regressor 0.001448579 0.007092788 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) 2.818580 2.808428 1.0036 0.3172 Output:regressor -0.033684 0.896408 -0.0376 0.9701 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:-5.863e-16 -8.670e-17 -3.720e-17 1.570e-17 6.730e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.228e-16 6.660e-17 1.085e+01 <2e-16 *** Output:regressor 1.000e+00 4.006e-17 2.496e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 5.628e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 6.23e+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 1 197.32 197.32 6.2304e+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] 1.315494 Output:[1] 1.315494 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.436214e-33 -1.937479e-33 Output:regressor -1.937479e-33 1.605026e-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-16 8.5720e-17 8.4320e+00 2.701e-14 *** Output:regressor 1.0000e+00 3.5187e-17 2.8419e+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 | 0.4579 | +- 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:-1.6524 -0.4955 -0.1869 0.4858 2.0747 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.34158 0.06974 19.24 <2e-16 *** Output:regressor 0.65829 0.05825 11.30 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8444 on 149 degrees of freedom Output:Multiple R-squared: 0.4616, Adjusted R-squared: 0.4579 Output:F-statistic: 127.7 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 91.077 91.077 127.72 < 2.2e-16 *** Output:Residuals 149 106.248 0.713 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] 1.315494 Output:[1] 1.40114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0048638407 0.0006929234 Output:regressor 0.0006929234 0.0033928135 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) 1.34158 0.94593 1.4183 0.158201 Output:regressor 0.65829 0.24034 2.7390 0.006914 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | ES | 0.3286 | +- 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:-1.9247 -0.8173 0.2665 0.7928 1.1945 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.32901 0.19380 -1.698 0.0917 . Output:regressor 0.54368 0.06303 8.626 8.73e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9398 on 149 degrees of freedom Output:Multiple R-squared: 0.3331, Adjusted R-squared: 0.3286 Output:F-statistic: 74.42 on 1 and 149 DF, p-value: 8.735e-15 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 65.725 65.725 74.415 8.735e-15 *** Output:Residuals 149 131.599 0.883 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] 1.315494 Output:[1] 1.48235 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.03755969 -0.011223154 Output:regressor -0.01122315 0.003972152 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) -0.32901 1.56102 -0.2108 0.83336 Output:regressor 0.54368 0.29632 1.8348 0.06853 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | IT | 0.1384 | +- 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:-2.0048 -0.8556 0.1651 1.0319 1.5423 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.02004 0.09435 10.812 < 2e-16 *** Output:regressor 0.39932 0.07972 5.009 1.53e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.065 on 149 degrees of freedom Output:Multiple R-squared: 0.1441, Adjusted R-squared: 0.1384 Output:F-statistic: 25.09 on 1 and 149 DF, p-value: 1.528e-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 28.439 28.4388 25.09 1.528e-06 *** Output:Residuals 149 168.885 1.1335 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] 1.315494 Output:[1] 1.188973 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.008901387 -0.002977586 Output:regressor -0.002977586 0.006355395 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) 1.02004 1.13535 0.8984 0.3704 Output:regressor 0.39932 0.36237 1.1020 0.2722 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | GB | 0.1178 | +- 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:-1.87482 -0.89986 0.00096 0.65479 2.36988 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.8843 0.1124 7.865 6.90e-13 *** Output:regressor 1.8184 0.3964 4.587 9.48e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.077 on 149 degrees of freedom Output:Multiple R-squared: 0.1237, Adjusted R-squared: 0.1178 Output:F-statistic: 21.04 on 1 and 149 DF, p-value: 9.477e-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 24.414 24.4139 21.038 9.477e-06 *** Output:Residuals 149 172.910 1.1605 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] 1.315494 Output:[1] 0.04922286 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01264025 -0.02790682 Output:regressor -0.02790682 0.15717241 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) 0.88427 3.65739 0.2418 0.8093 Output:regressor 1.81840 8.20047 0.2217 0.8248 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | DE | -0.0031 | +- 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:-2.0156 -1.0106 0.2602 0.8931 1.9772 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.34239 0.20768 6.464 1.37e-09 *** Output:regressor -0.01708 0.02341 -0.729 0.467 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.149 on 149 degrees of freedom Output:Multiple R-squared: 0.003558, Adjusted R-squared: -0.00313 Output:F-statistic: 0.532 on 1 and 149 DF, p-value: 0.4669 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 0.702 0.7020 0.532 0.4669 Output:Residuals 149 196.622 1.3196 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.315494 Output:[1] 16.04942 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.043130887 -0.0043418507 Output:regressor -0.004341851 0.0005481453 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) 1.342394 43.631907 0.0308 0.9755 Output:regressor -0.017076 7.385198 -0.0023 0.9982 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | RO | -0.0063 | +- 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:-2.0832 -0.9986 0.3070 0.8876 1.9964 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.15716 0.22234 5.204 6.35e-07 *** Output:regressor 0.01565 0.06316 0.248 0.805 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.151 on 149 degrees of freedom Output:Multiple R-squared: 0.0004119, Adjusted R-squared: -0.006297 Output:F-statistic: 0.0614 on 1 and 149 DF, p-value: 0.8046 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 0.081 0.08129 0.0614 0.8046 Output:Residuals 149 197.243 1.32378 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.315494 Output:[1] 2.212154 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04943647 -0.012737665 Output:regressor -0.01273767 0.003989407 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) 1.157160 8.998779 0.1286 0.8979 Output:regressor 0.015651 3.720807 0.0042 0.9966 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:-5.099e-16 -3.900e-19 4.220e-18 9.120e-18 5.402e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.614e-17 4.559e-18 -7.926e+00 4.89e-13 *** Output:regressor 1.000e+00 1.608e-17 6.220e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.369e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.869e+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 7.3834 7.3834 3.8686e+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] 0.04922286 Output:[1] 0.04922286 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.078875e-35 -4.589688e-35 Output:regressor -4.589688e-35 2.584932e-34 Output:[1] "-------------------------------------------------------------------------------------------" Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable 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-17 5.9741e-18 -6.0494e+00 1.123e-08 *** Output:regressor 1.0000e+00 1.3678e-17 7.3112e+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 | IT | 0.4247 | +- 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:-0.2766 -0.1453 0.0029 0.1330 0.3243 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.23996 0.01491 16.09 <2e-16 *** Output:regressor -0.13320 0.01260 -10.57 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1683 on 149 degrees of freedom Output:Multiple R-squared: 0.4286, Adjusted R-squared: 0.4247 Output:F-statistic: 111.7 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 3.1642 3.1642 111.74 < 2.2e-16 *** Output:Residuals 149 4.2192 0.0283 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] 0.04922286 Output:[1] 1.188973 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.223809e-04 -7.438821e-05 Output:regressor -7.438821e-05 1.587751e-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) 0.239961 0.161872 1.4824 0.14034 Output:regressor -0.133199 0.068976 -1.9311 0.05537 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | CH | 0.3828 | +- 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:-0.305299 -0.151053 0.000699 0.169867 0.293892 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.20137 0.01439 13.989 <2e-16 *** Output:regressor 0.11659 0.01202 9.698 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1743 on 149 degrees of freedom Output:Multiple R-squared: 0.387, Adjusted R-squared: 0.3828 Output:F-statistic: 94.05 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 2.8571 2.85707 94.05 < 2.2e-16 *** Output:Residuals 149 4.5264 0.03038 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] 0.04922286 Output:[1] 1.40114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0002072092 0.0000295199 Output:regressor 0.0000295199 0.0001445405 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) 0.20137 0.18601 1.0825 0.2808 Output:regressor 0.11659 0.12099 0.9637 0.3368 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | FR | 0.1178 | +- 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:-0.36213 -0.19417 -0.01302 0.19322 0.35368 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.09542 0.02466 3.869 0.000163 *** Output:regressor 0.06804 0.01483 4.587 9.48e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2084 on 149 degrees of freedom Output:Multiple R-squared: 0.1237, Adjusted R-squared: 0.1178 Output:F-statistic: 21.04 on 1 and 149 DF, p-value: 9.477e-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 0.9135 0.91351 21.038 9.477e-06 *** Output:Residuals 149 6.4699 0.04342 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] 0.04922286 Output:[1] 1.315494 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006082225 -0.0002656361 Output:regressor -0.0002656361 0.0002200554 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) 0.095422 0.117794 0.8101 0.4192 Output:regressor 0.068041 0.162068 0.4198 0.6752 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | RO | 0.0691 | +- 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:-0.34039 -0.18839 -0.03889 0.20895 0.35759 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.04686 0.04137 1.133 0.25910 Output:regressor 0.04093 0.01175 3.483 0.00065 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2141 on 149 degrees of freedom Output:Multiple R-squared: 0.0753, Adjusted R-squared: 0.06909 Output:F-statistic: 12.13 on 1 and 149 DF, p-value: 0.0006504 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 0.5560 0.55597 12.133 0.0006504 *** Output:Residuals 149 6.8275 0.04582 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] 0.04922286 Output:[1] 2.212154 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0017112169 -0.0004409075 Output:regressor -0.0004409075 0.0001380912 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) 0.046862 0.157301 0.2979 0.7662 Output:regressor 0.040933 0.064057 0.6390 0.5238 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | DE | 0.0342 | +- 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:-0.34457 -0.18679 -0.03517 0.22939 0.37434 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.089111 0.039418 2.261 0.0252 * Output:regressor 0.011166 0.004444 2.513 0.0130 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.218 on 149 degrees of freedom Output:Multiple R-squared: 0.04065, Adjusted R-squared: 0.03421 Output:F-statistic: 6.314 on 1 and 149 DF, p-value: 0.01305 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 0.3001 0.300144 6.3137 0.01305 * Output:Residuals 149 7.0833 0.047539 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] 0.04922286 Output:[1] 16.04942 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0015537841 -1.564146e-04 Output:regressor -0.0001564146 1.974686e-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) 0.089111 0.186316 0.4783 0.6332 Output:regressor 0.011166 0.039202 0.2848 0.7762 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | ES | 0.0056 | +- 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:-0.30400 -0.19487 -0.03874 0.21744 0.39518 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.12058 0.04562 2.643 0.0091 ** Output:regressor 0.02016 0.01484 1.359 0.1762 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2212 on 149 degrees of freedom Output:Multiple R-squared: 0.01224, Adjusted R-squared: 0.005615 Output:F-statistic: 1.847 on 1 and 149 DF, p-value: 0.1762 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 0.0904 0.090408 1.8471 0.1762 Output:Residuals 149 7.2930 0.048946 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04922286 Output:[1] 1.48235 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0020814951 -0.0006219684 Output:regressor -0.0006219684 0.0002201300 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) 0.120582 0.174191 0.6922 0.4899 Output:regressor 0.020164 0.075293 0.2678 0.7892 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:-2.342e-16 -8.801e-18 -1.248e-18 1.925e-18 2.291e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 4.429e-18 0.000e+00 1 Output:regressor 1.000e+00 3.742e-18 2.672e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.998e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 7.141e+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 1 178.35 178.35 7.1407e+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] 1.188973 Output:[1] 1.188973 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.961431e-35 -6.561145e-36 Output:regressor -6.561145e-36 1.400419e-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 2.6880e-18 0.0000e+00 1 Output:regressor 1.0000e+00 2.5177e-18 3.9719e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Output:[1] "-------------------------------------------------------------------------------------------" Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable | |
IT | GB | 0.4247 | +- 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:-1.95165 -0.68337 0.06575 0.61346 1.99729 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.03978 0.08631 12.05 <2e-16 *** Output:regressor -3.21741 0.30437 -10.57 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.827 on 149 degrees of freedom Output:Multiple R-squared: 0.4286, Adjusted R-squared: 0.4247 Output:F-statistic: 111.7 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 76.431 76.431 111.74 < 2.2e-16 *** Output:Residuals 149 101.915 0.684 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] 1.188973 Output:[1] 0.04922286 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.007450266 -0.01644851 Output:regressor -0.016448508 0.09263871 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) 1.03978 0.92379 1.1256 0.26216 Output:regressor -3.21741 1.76329 -1.8247 0.07006 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | FR | 0.1384 | +- 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:-1.66710 -0.98238 -0.06633 0.93193 1.83031 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.03284 0.11979 0.274 0.784 Output:regressor 0.36092 0.07205 5.009 1.53e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.012 on 149 degrees of freedom Output:Multiple R-squared: 0.1441, Adjusted R-squared: 0.1384 Output:F-statistic: 25.09 on 1 and 149 DF, p-value: 1.528e-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 25.704 25.7036 25.09 1.528e-06 *** Output:Residuals 149 152.642 1.0244 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] 1.188973 Output:[1] 1.315494 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.014349567 -0.006267053 Output:regressor -0.006267053 0.005191685 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) 0.032839 1.098722 0.0299 0.9762 Output:regressor 0.360917 0.711455 0.5073 0.6127 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | RO | 0.0927 | +- 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:-1.6722 -0.9413 -0.2202 1.0438 2.2324 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.20406 0.20071 5.999 1.44e-08 *** Output:regressor -0.23037 0.05702 -4.040 8.52e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.039 on 149 degrees of freedom Output:Multiple R-squared: 0.09874, Adjusted R-squared: 0.09269 Output:F-statistic: 16.32 on 1 and 149 DF, p-value: 8.521e-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 17.61 17.6101 16.324 8.521e-05 *** Output:Residuals 149 160.74 1.0788 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] 1.188973 Output:[1] 2.212154 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04028643 -0.010380092 Output:regressor -0.01038009 0.003251021 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) 1.20406 5.10355 0.2359 0.8138 Output:regressor -0.23037 1.23040 -0.1872 0.8517 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | DE | 0.0859 | +- 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:-1.7006 -0.9151 -0.2202 1.0453 2.2428 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.12231 0.18848 5.955 1.8e-08 *** Output:regressor -0.08254 0.02125 -3.885 0.000154 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.043 on 149 degrees of freedom Output:Multiple R-squared: 0.09196, Adjusted R-squared: 0.08587 Output:F-statistic: 15.09 on 1 and 149 DF, p-value: 0.0001537 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 16.401 16.4012 15.09 0.0001537 *** Output:Residuals 149 161.945 1.0869 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] 1.188973 Output:[1] 16.04942 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.035524071 -0.0035760965 Output:regressor -0.003576097 0.0004514712 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) 1.12231 5.25851 0.2134 0.8313 Output:regressor -0.08254 0.49083 -0.1682 0.8667 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | ES | 0.0575 | +- 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:-2.1129 -0.9315 -0.0050 0.9781 2.0369 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.17064 0.21830 -0.782 0.43564 Output:regressor 0.22621 0.07099 3.186 0.00175 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.059 on 149 degrees of freedom Output:Multiple R-squared: 0.0638, Adjusted R-squared: 0.05752 Output:F-statistic: 10.15 on 1 and 149 DF, p-value: 0.001755 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 11.378 11.3782 10.154 0.001755 ** Output:Residuals 149 166.968 1.1206 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] 1.188973 Output:[1] 1.48235 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04765412 -0.014239455 Output:regressor -0.01423946 0.005039696 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) -0.17064 0.85636 -0.1993 0.8423 Output:regressor 0.22621 0.51989 0.4351 0.6641 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | CH | -0.0063 | +- 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:-2.0458 -0.8721 -0.3882 1.0567 2.4291 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.46472 0.09034 5.144 8.34e-07 *** Output:regressor -0.01858 0.07545 -0.246 0.806 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.094 on 149 degrees of freedom Output:Multiple R-squared: 0.0004067, Adjusted R-squared: -0.006302 Output:F-statistic: 0.06062 on 1 and 149 DF, p-value: 0.8059 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 0.073 0.07253 0.0606 0.8059 Output:Residuals 149 178.273 1.19647 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.188973 Output:[1] 1.40114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.008161067 0.001162660 Output:regressor 0.001162660 0.005692822 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) 0.464719 1.090121 0.4263 0.6705 Output:regressor -0.018576 0.578982 -0.0321 0.9744 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:-9.550e-16 -9.210e-17 -3.410e-17 3.670e-17 6.387e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.156e-15 1.050e-16 1.101e+01 <2e-16 *** Output:regressor 1.000e+00 2.983e-17 3.353e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 5.433e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.124e+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 1 331.82 331.82 1.1241e+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] 2.212154 Output:[1] 2.212154 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.102401e-32 -2.840415e-33 Output:regressor -2.840415e-33 8.896115e-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 2.1200e-16 5.4550e+00 1.992e-07 *** Output:regressor 1.0000e+00 5.4019e-17 1.8512e+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 | DE | 0.9712 | +- 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:-0.54748 -0.17847 -0.03499 0.19701 0.66453 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.294518 0.045644 6.452 1.45e-09 *** Output:regressor 0.365908 0.005146 71.110 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2525 on 149 degrees of freedom Output:Multiple R-squared: 0.9714, Adjusted R-squared: 0.9712 Output:F-statistic: 5057 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 1 322.33 322.33 5056.7 < 2.2e-16 *** Output:Residuals 149 9.50 0.06 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] 2.212154 Output:[1] 16.04942 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0020833941 -2.097287e-04 Output:regressor -0.0002097287 2.647761e-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) 0.294518 0.383474 0.7680 0.4437 Output:regressor 0.365908 0.046008 7.9531 4.197e-13 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | ES | 0.4993 | +- 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:-2.2735 -0.9764 0.3691 0.9053 1.4566 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.74584 0.21704 3.436 0.000764 *** Output:regressor 0.86606 0.07058 12.271 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.052 on 149 degrees of freedom Output:Multiple R-squared: 0.5026, Adjusted R-squared: 0.4993 Output:F-statistic: 150.6 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 1 166.78 166.779 150.57 < 2.2e-16 *** Output:Residuals 149 165.04 1.108 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] 2.212154 Output:[1] 1.48235 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04710509 -0.014075402 Output:regressor -0.01407540 0.004981633 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) 0.74584 0.89437 0.8339 0.405653 Output:regressor 0.86606 0.32648 2.6527 0.008849 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | CH | 0.1425 | +- 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:-3.3695 -0.7262 -0.1416 0.8860 2.7095 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.0941 0.1138 27.201 < 2e-16 *** Output:regressor -0.4837 0.0950 -5.092 1.06e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.377 on 149 degrees of freedom Output:Multiple R-squared: 0.1482, Adjusted R-squared: 0.1425 Output:F-statistic: 25.93 on 1 and 149 DF, p-value: 1.056e-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 49.181 49.181 25.927 1.056e-06 *** Output:Residuals 149 282.642 1.897 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] 2.212154 Output:[1] 1.40114 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.012938907 0.001843332 Output:regressor 0.001843332 0.009025645 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) 3.09408 1.12679 2.7459 0.006778 ** Output:regressor -0.48374 0.49656 -0.9742 0.331548 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | IT | 0.0927 | +- 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:-3.6881 -0.8555 0.5148 0.9579 2.5068 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.3937 0.1255 27.03 < 2e-16 *** Output:regressor -0.4286 0.1061 -4.04 8.52e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.417 on 149 degrees of freedom Output:Multiple R-squared: 0.09874, Adjusted R-squared: 0.09269 Output:F-statistic: 16.32 on 1 and 149 DF, p-value: 8.521e-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 32.765 32.765 16.324 8.521e-05 *** Output:Residuals 149 299.059 2.007 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] 2.212154 Output:[1] 1.188973 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.015762384 -0.005272645 Output:regressor -0.005272645 0.011253996 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) 3.39368 1.42619 2.3795 0.0186 * Output:regressor -0.42862 0.60535 -0.7080 0.4800 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | GB | 0.0691 | +- 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:-3.1164 -1.1826 0.4068 1.1328 2.0027 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.8662 0.1498 19.138 < 2e-16 *** Output:regressor 1.8396 0.5281 3.483 0.00065 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.435 on 149 degrees of freedom Output:Multiple R-squared: 0.0753, Adjusted R-squared: 0.06909 Output:F-statistic: 12.13 on 1 and 149 DF, p-value: 0.0006504 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 24.986 24.9863 12.133 0.0006504 *** Output:Residuals 149 306.837 2.0593 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] 2.212154 Output:[1] 0.04922286 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02243068 -0.04952188 Output:regressor -0.04952188 0.27890938 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) 2.8662 4.6569 0.6155 0.5392 Output:regressor 1.8396 5.2651 0.3494 0.7273 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | FR | -0.0063 | +- 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:-3.3594 -1.1795 0.3431 0.9906 2.4632 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.16110 0.17658 17.902 <2e-16 *** Output:regressor 0.02632 0.10621 0.248 0.805 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.492 on 149 degrees of freedom Output:Multiple R-squared: 0.0004119, Adjusted R-squared: -0.006297 Output:F-statistic: 0.0614 on 1 and 149 DF, p-value: 0.8046 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 0.14 0.13669 0.0614 0.8046 Output:Residuals 149 331.69 2.22608 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.212154 Output:[1] 1.315494 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.03118112 -0.01361809 Output:regressor -0.01361809 0.01128135 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) 3.16110 1.73127 1.8259 0.06987 . Output:regressor 0.02632 0.97468 0.0270 0.97849 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:-4.471e-15 -1.360e-17 3.060e-17 6.930e-17 5.340e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -8.673e-16 6.612e-17 -1.312e+01 <2e-16 *** Output:regressor 1.000e+00 7.316e-17 1.367e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.762e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.868e+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 26.44 26.44 1.8681e+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] 0.1762661 Output:[1] 0.1762661 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.372206e-33 4.287992e-33 Output:regressor 4.287992e-33 5.352939e-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) -8.6735e-16 1.5046e-16 -5.7647e+00 4.551e-08 *** Output:regressor 1.0000e+00 1.5450e-16 6.4723e+15 < 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 | 0.4280 | +- 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:-0.48081 -0.24046 -0.06491 0.20191 0.89236 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.27457 0.05582 -4.919 2.27e-06 *** Output:regressor 0.49337 0.04636 10.641 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3175 on 149 degrees of freedom Output:Multiple R-squared: 0.4318, Adjusted R-squared: 0.428 Output:F-statistic: 113.2 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 11.417 11.4173 113.24 < 2.2e-16 *** Output:Residuals 149 15.023 0.1008 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] 0.1762661 Output:[1] 0.3127041 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003115447 0.002293774 Output:regressor 0.002293774 0.002149489 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) -0.27457 0.13337 -2.0587 0.04126 * Output:regressor 0.49337 0.22349 2.2076 0.02880 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | GB | 0.2875 | +- 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:-0.68697 -0.32091 0.00334 0.29120 1.04453 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.90409 0.03169 -28.530 < 2e-16 *** Output:regressor 3.11010 0.39647 7.844 7.76e-13 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3544 on 149 degrees of freedom Output:Multiple R-squared: 0.2923, Adjusted R-squared: 0.2875 Output:F-statistic: 61.53 on 1 and 149 DF, p-value: 7.758e-13 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 7.7278 7.7278 61.535 7.758e-13 *** Output:Residuals 149 18.7121 0.1256 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] 0.1762661 Output:[1] 0.005326182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001004220 -0.005207775 Output:regressor -0.005207775 0.157191410 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) -0.90409 0.13194 -6.8524 1.79e-10 *** Output:regressor 3.11010 1.49468 2.0808 0.03917 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | ES | 0.1880 | +- 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:-0.60927 -0.31632 -0.05408 0.26460 0.92994 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.61305 0.04401 -13.928 < 2e-16 *** Output:regressor 0.31108 0.05205 5.977 1.61e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3783 on 149 degrees of freedom Output:Multiple R-squared: 0.1934, Adjusted R-squared: 0.188 Output:F-statistic: 35.72 on 1 and 149 DF, p-value: 1.61e-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 5.113 5.1130 35.722 1.61e-08 *** Output:Residuals 149 21.327 0.1431 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] 0.1762661 Output:[1] 0.3522374 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001937316 0.001637178 Output:regressor 0.001637178 0.002709034 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) -0.61305 0.19841 -3.0899 0.00239 ** Output:regressor 0.31108 0.41084 0.7572 0.45014 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | RO | 0.0341 | +- 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:-0.62906 -0.36169 -0.07679 0.33292 0.83654 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.66074 0.06520 -10.134 <2e-16 *** Output:regressor 0.17043 0.06789 2.511 0.0131 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4126 on 149 degrees of freedom Output:Multiple R-squared: 0.04058, Adjusted R-squared: 0.03415 Output:F-statistic: 6.303 on 1 and 149 DF, p-value: 0.01312 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 1.073 1.07304 6.3028 0.01312 * Output:Residuals 149 25.367 0.17025 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] 0.1762661 Output:[1] 0.2462732 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004251200 0.003794225 Output:regressor 0.003794225 0.004608635 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) -0.66074 0.34861 -1.8953 0.05999 . Output:regressor 0.17043 0.82788 0.2059 0.83718 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | IT | 0.0149 | +- 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:-0.73073 -0.30817 -0.01458 0.32880 0.87750 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.65088 0.08975 -7.252 2.08e-11 *** Output:regressor -0.07586 0.04198 -1.807 0.0728 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4167 on 149 degrees of freedom Output:Multiple R-squared: 0.02145, Adjusted R-squared: 0.01488 Output:F-statistic: 3.266 on 1 and 149 DF, p-value: 0.07276 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 0.5671 0.56705 3.2656 0.07276 . Output:Residuals 149 25.8729 0.17364 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] 0.1762661 Output:[1] 0.6568777 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.008055449 -0.003488499 Output:regressor -0.003488499 0.001762311 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) -0.650885 0.310060 -2.0992 0.03748 * Output:regressor -0.075862 0.107822 -0.7036 0.48279 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | DE | 0.0079 | +- 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:-0.64101 -0.34958 -0.05253 0.33327 0.87764 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.73114 0.05817 -12.568 <2e-16 *** Output:regressor 0.04381 0.02956 1.482 0.14 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4182 on 149 degrees of freedom Output:Multiple R-squared: 0.01452, Adjusted R-squared: 0.007911 Output:F-statistic: 2.196 on 1 and 149 DF, p-value: 0.1405 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 0.384 0.38403 2.1961 0.1405 Output:Residuals 149 26.056 0.17487 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1762661 Output:[1] 1.334093 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003384032 0.0013946907 Output:regressor 0.001394691 0.0008738607 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) -0.731137 0.206530 -3.5401 0.000534 *** Output:regressor 0.043807 0.497686 0.0880 0.929978 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:-3.953e-16 -6.300e-17 -1.990e-17 2.390e-17 3.977e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 5.782e-16 4.677e-17 1.236e+01 <2e-16 *** Output:regressor 1.000e+00 2.377e-17 4.207e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.362e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.77e+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 1 200.11 200.11 1.77e+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] 1.334093 Output:[1] 1.334093 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.187854e-33 9.016994e-34 Output:regressor 9.016994e-34 5.649709e-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 7.5542e-17 7.6544e+00 2.253e-12 *** Output:regressor 1.0000e+00 3.0673e-17 3.2602e+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 | 0.8477 | +- 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:-1.35896 -0.19536 0.02521 0.23464 1.04571 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.16926 0.07123 2.376 0.0188 * Output:regressor 2.14418 0.07417 28.910 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4508 on 149 degrees of freedom Output:Multiple R-squared: 0.8487, Adjusted R-squared: 0.8477 Output:F-statistic: 835.8 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 1 169.836 169.836 835.79 < 2.2e-16 *** Output:Residuals 149 30.278 0.203 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] 1.334093 Output:[1] 0.2462732 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005074189 0.004528749 Output:regressor 0.004528749 0.005500821 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) 0.16926 1.65819 0.1021 0.9188 Output:regressor 2.14418 3.20904 0.6682 0.5051 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | ES | 0.4670 | +- 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:-1.82481 -0.53438 0.01365 0.69988 1.51305 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.78924 0.09811 -8.045 2.49e-13 *** Output:regressor 1.33496 0.11601 11.507 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8433 on 149 degrees of freedom Output:Multiple R-squared: 0.4705, Adjusted R-squared: 0.467 Output:F-statistic: 132.4 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 94.16 94.160 132.41 < 2.2e-16 *** Output:Residuals 149 105.95 0.711 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] 1.334093 Output:[1] 0.3522374 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.009624777 0.008133661 Output:regressor 0.008133661 0.013458744 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) -0.78924 1.35068 -0.5843 0.5599 Output:regressor 1.33496 1.37633 0.9699 0.3336 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | FR | 0.2039 | +- 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:-1.7131 -0.9417 0.0014 0.8133 1.8344 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.5878 0.1812 -3.245 0.00145 ** Output:regressor 0.9448 0.1505 6.279 3.54e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.031 on 149 degrees of freedom Output:Multiple R-squared: 0.2092, Adjusted R-squared: 0.2039 Output:F-statistic: 39.43 on 1 and 149 DF, p-value: 3.536e-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 41.871 41.871 39.425 3.536e-09 *** Output:Residuals 149 158.243 1.062 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] 1.334093 Output:[1] 0.3127041 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.03281695 0.02416175 Output:regressor 0.02416175 0.02264191 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) -0.58778 1.75033 -0.3358 0.7375 Output:regressor 0.94481 0.84872 1.1132 0.2674 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | GB | 0.1272 | +- 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:-1.9569 -0.8052 -0.0499 0.8962 1.8826 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.78728 0.09649 -18.523 < 2e-16 *** Output:regressor 5.77316 1.20722 4.782 4.13e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.079 on 149 degrees of freedom Output:Multiple R-squared: 0.1331, Adjusted R-squared: 0.1272 Output:F-statistic: 22.87 on 1 and 149 DF, p-value: 4.127e-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 26.628 26.6278 22.869 4.127e-06 *** Output:Residuals 149 173.486 1.1643 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] 1.334093 Output:[1] 0.005326182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.009310464 -0.04828306 Output:regressor -0.048283059 1.45737513 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) -1.78728 0.70188 -2.5464 0.0119 * Output:regressor 5.77316 6.18279 0.9337 0.3519 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | IT | 0.1271 | +- 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:-1.7175 -0.6995 -0.2150 0.6048 2.1594 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.5676 0.2324 -2.442 0.0158 * Output:regressor -0.5195 0.1087 -4.779 4.19e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.079 on 149 degrees of freedom Output:Multiple R-squared: 0.1329, Adjusted R-squared: 0.1271 Output:F-statistic: 22.84 on 1 and 149 DF, p-value: 4.187e-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 26.595 26.5953 22.837 4.187e-06 *** Output:Residuals 149 173.519 1.1646 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] 1.334093 Output:[1] 0.6568777 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.05402458 -0.02339593 Output:regressor -0.02339593 0.01181909 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) -0.56759 2.13091 -0.2664 0.79033 Output:regressor -0.51953 0.26674 -1.9478 0.05332 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | CH | 0.0079 | +- 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:-1.6074 -0.9398 -0.2962 1.2116 1.9849 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.3304 0.2022 -6.580 7.53e-10 *** Output:regressor 0.3316 0.2237 1.482 0.14 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.15 on 149 degrees of freedom Output:Multiple R-squared: 0.01452, Adjusted R-squared: 0.007911 Output:F-statistic: 2.196 on 1 and 149 DF, p-value: 0.1405 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 2.907 2.9066 2.1961 0.1405 Output:Residuals 149 197.207 1.3235 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.334093 Output:[1] 0.1762661 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04088698 0.04009945 Output:regressor 0.04009945 0.05005837 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) -1.33041 1.57155 -0.8466 0.3986 Output:regressor 0.33156 1.14081 0.2906 0.7717 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:-1.442e-16 -3.051e-17 -5.850e-18 1.294e-17 1.679e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.446e-16 1.671e-17 8.652e+00 7.54e-15 *** Output:regressor 1.000e+00 1.976e-17 5.061e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.436e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.562e+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 52.836 52.836 2.5615e+33 < 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] 0.3522374 Output:[1] 0.3522374 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.791829e-34 2.359305e-34 Output:regressor 2.359305e-34 3.903936e-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 2.3172e-17 6.2386e+00 4.34e-09 *** Output:regressor 1.0000e+00 2.1566e-17 4.6369e+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 | FR | 0.6665 | +- 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:-0.79833 -0.24853 0.00553 0.23017 0.78786 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.32186 0.06024 5.343 3.36e-07 *** Output:regressor 0.86794 0.05004 17.345 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3427 on 149 degrees of freedom Output:Multiple R-squared: 0.6688, Adjusted R-squared: 0.6665 Output:F-statistic: 300.8 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 35.335 35.335 300.83 < 2.2e-16 *** Output:Residuals 149 17.501 0.117 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] 0.3522374 Output:[1] 0.3127041 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003629397 0.002672174 Output:regressor 0.002672174 0.002504086 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) 0.32186 0.20926 1.5381 0.126152 Output:regressor 0.86794 0.32289 2.6880 0.008005 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | RO | 0.5823 | +- 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:-0.69909 -0.28307 -0.04948 0.21387 1.06146 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.14882 0.06061 2.455 0.0152 * Output:regressor 0.91482 0.06311 14.496 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3836 on 149 degrees of freedom Output:Multiple R-squared: 0.5851, Adjusted R-squared: 0.5823 Output:F-statistic: 210.1 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 30.916 30.9156 210.15 < 2.2e-16 *** Output:Residuals 149 21.920 0.1471 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] 0.3522374 Output:[1] 0.2462732 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003673551 0.003278669 Output:regressor 0.003278669 0.003982418 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) 0.14882 0.36862 0.4037 0.6870 Output:regressor 0.91482 0.67895 1.3474 0.1799 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | DE | 0.4670 | +- 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:-1.17250 -0.24587 -0.02276 0.23342 1.15925 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.04180 0.06028 -0.693 0.489 Output:regressor 0.35247 0.03063 11.507 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4333 on 149 degrees of freedom Output:Multiple R-squared: 0.4705, Adjusted R-squared: 0.467 Output:F-statistic: 132.4 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 24.861 24.8608 132.41 < 2.2e-16 *** Output:Residuals 149 27.975 0.1878 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] 0.3522374 Output:[1] 1.334093 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003633253 0.0014974044 Output:regressor 0.001497404 0.0009382172 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) -0.041799 0.877184 -0.0477 0.9621 Output:regressor 0.352467 2.641312 0.1334 0.8940 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | GB | 0.1922 | +- 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:-1.37897 -0.28958 0.06341 0.40353 0.93012 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.7241 0.0477 -15.180 < 2e-16 *** Output:regressor 3.6147 0.5968 6.057 1.08e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5334 on 149 degrees of freedom Output:Multiple R-squared: 0.1976, Adjusted R-squared: 0.1922 Output:F-statistic: 36.69 on 1 and 149 DF, p-value: 1.081e-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 10.439 10.4388 36.687 1.081e-08 *** Output:Residuals 149 42.397 0.2845 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] 0.3522374 Output:[1] 0.005326182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002275303 -0.01179947 Output:regressor -0.011799474 0.35615515 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) -0.72410 0.34656 -2.0894 0.03837 * Output:regressor 3.61470 2.87745 1.2562 0.21100 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | CH | 0.1880 | +- 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:-1.34900 -0.22094 0.04887 0.34925 1.10313 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.1064 0.0940 -1.132 0.26 Output:regressor 0.6217 0.1040 5.977 1.61e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5348 on 149 degrees of freedom Output:Multiple R-squared: 0.1934, Adjusted R-squared: 0.188 Output:F-statistic: 35.72 on 1 and 149 DF, p-value: 1.61e-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 10.218 10.217 35.722 1.61e-08 *** Output:Residuals 149 42.618 0.286 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] 0.3522374 Output:[1] 0.1762661 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.008836007 0.008665816 Output:regressor 0.008665816 0.010818019 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) -0.10637 2.39903 -0.0443 0.9647 Output:regressor 0.62165 3.67888 0.1690 0.8660 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | IT | -0.0060 | +- 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:-1.66055 -0.37319 0.08094 0.46200 0.98205 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.56607 0.12821 -4.415 1.93e-05 *** Output:regressor -0.01933 0.05997 -0.322 0.748 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5953 on 149 degrees of freedom Output:Multiple R-squared: 0.0006971, Adjusted R-squared: -0.00601 Output:F-statistic: 0.1039 on 1 and 149 DF, p-value: 0.7476 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 0.037 0.03683 0.1039 0.7476 Output:Residuals 149 52.799 0.35435 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3522374 Output:[1] 0.6568777 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.016438763 -0.007118984 Output:regressor -0.007118984 0.003596350 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) -0.566070 7.415427 -0.0763 0.9393 Output:regressor -0.019333 1.520593 -0.0127 0.9899 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:-3.230e-15 1.030e-17 3.040e-17 4.570e-17 3.761e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -5.782e-16 4.791e-17 -1.207e+01 <2e-16 *** Output:regressor 1.000e+00 3.980e-17 2.513e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.726e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 6.314e+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 46.906 46.906 6.3137e+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] 0.3127041 Output:[1] 0.3127041 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.295632e-33 1.690178e-33 Output:regressor 1.690178e-33 1.583861e-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 8.9326e-17 -6.4733e+00 1.306e-09 *** Output:regressor 1.0000e+00 6.6161e-17 1.5115e+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 | ES | 0.6665 | +- 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:-0.61673 -0.27592 -0.03964 0.25375 0.88147 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.60147 0.03757 -16.01 <2e-16 *** Output:regressor 0.77052 0.04442 17.34 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3229 on 149 degrees of freedom Output:Multiple R-squared: 0.6688, Adjusted R-squared: 0.6665 Output:F-statistic: 300.8 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 31.369 31.3689 300.83 < 2.2e-16 *** Output:Residuals 149 15.537 0.1043 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] 0.3127041 Output:[1] 0.3522374 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001411340 0.001192688 Output:regressor 0.001192688 0.001973537 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) -0.60147 0.14216 -4.2309 4.05e-05 *** Output:regressor 0.77052 0.13433 5.7359 5.23e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | CH | 0.4280 | +- 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:-1.1729 -0.2913 0.0824 0.3422 0.7415 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.36600 0.07433 -4.924 2.23e-06 *** Output:regressor 0.87525 0.08225 10.641 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4229 on 149 degrees of freedom Output:Multiple R-squared: 0.4318, Adjusted R-squared: 0.428 Output:F-statistic: 113.2 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 20.255 20.2548 113.24 < 2.2e-16 *** Output:Residuals 149 26.651 0.1789 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] 0.3127041 Output:[1] 0.1762661 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005525517 0.005419090 Output:regressor 0.005419090 0.006764951 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) -0.36600 0.47730 -0.7668 0.4444 Output:regressor 0.87525 0.55029 1.5905 0.1138 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | RO | 0.2974 | +- 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:-0.82752 -0.31810 -0.09385 0.21818 1.15878 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.55720 0.07407 -7.523 4.68e-12 *** Output:regressor 0.61937 0.07712 8.032 2.69e-13 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4687 on 149 degrees of freedom Output:Multiple R-squared: 0.3021, Adjusted R-squared: 0.2974 Output:F-statistic: 64.51 on 1 and 149 DF, p-value: 2.688e-13 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 14.171 14.1714 64.506 2.688e-13 *** Output:Residuals 149 32.734 0.2197 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] 0.3127041 Output:[1] 0.2462732 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005485881 0.004896187 Output:regressor 0.004896187 0.005947127 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) -0.55720 0.15722 -3.5440 0.0005267 *** Output:regressor 0.61937 0.47034 1.3169 0.1899030 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | GB | 0.2400 | +- 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:-1.00368 -0.35868 0.03623 0.36115 1.19279 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.19279 0.04359 -27.361 < 2e-16 *** Output:regressor 3.79293 0.54542 6.954 1.04e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4875 on 149 degrees of freedom Output:Multiple R-squared: 0.245, Adjusted R-squared: 0.24 Output:F-statistic: 48.36 on 1 and 149 DF, p-value: 1.04e-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 11.494 11.4936 48.361 1.04e-10 *** Output:Residuals 149 35.412 0.2377 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] 0.3127041 Output:[1] 0.005326182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001900452 -0.009855538 Output:regressor -0.009855538 0.297479400 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) -1.1928 0.2406 -4.9576 1.919e-06 *** Output:regressor 3.7929 1.6691 2.2725 0.02449 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | DE | 0.2039 | +- 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:-0.88212 -0.34762 -0.06158 0.30465 1.25085 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.71368 0.06941 -10.283 < 2e-16 *** Output:regressor 0.22146 0.03527 6.279 3.54e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4989 on 149 degrees of freedom Output:Multiple R-squared: 0.2092, Adjusted R-squared: 0.2039 Output:F-statistic: 39.43 on 1 and 149 DF, p-value: 3.536e-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 9.814 9.8144 39.425 3.536e-09 *** Output:Residuals 149 37.091 0.2489 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] 0.3127041 Output:[1] 1.334093 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004817261 0.001985380 Output:regressor 0.001985380 0.001243965 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) -0.71368 0.12705 -5.6173 9.244e-08 *** Output:regressor 0.22146 0.42839 0.5170 0.606 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | IT | 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:-1.18061 -0.45250 0.09163 0.39956 1.17834 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.88077 0.11972 -7.357 1.17e-11 *** Output:regressor -0.09414 0.05600 -1.681 0.0948 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5558 on 149 degrees of freedom Output:Multiple R-squared: 0.01862, Adjusted R-squared: 0.01203 Output:F-statistic: 2.827 on 1 and 149 DF, p-value: 0.0948 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 0.873 0.87330 2.8267 0.0948 . Output:Residuals 149 46.032 0.30894 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] 0.3127041 Output:[1] 0.6568777 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.014332041 -0.006206645 Output:regressor -0.006206645 0.003135457 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) -0.880767 0.659293 -1.3359 0.1836 Output:regressor -0.094144 0.148517 -0.6339 0.5271 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:-7.025e-16 1.840e-18 4.770e-18 6.270e-18 6.435e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.259e-17 5.196e-18 -4.347e+00 2.54e-05 *** Output:regressor 1.000e+00 6.501e-17 1.538e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 5.811e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.366e+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 0.79893 0.79893 2.3663e+32 < 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] 0.005326182 Output:[1] 0.005326182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.699770e-35 -1.400071e-34 Output:regressor -1.400071e-34 4.225973e-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) -2.2587e-17 5.5720e-18 -4.0537e+00 8.094e-05 *** Output:regressor 1.0000e+00 3.1319e-17 3.1929e+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 | CH | 0.2875 | +- 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:-0.121609 -0.038224 -0.009532 0.020383 0.197557 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.10841 0.01083 10.013 < 2e-16 *** Output:regressor 0.09398 0.01198 7.844 7.76e-13 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0616 on 149 degrees of freedom Output:Multiple R-squared: 0.2923, Adjusted R-squared: 0.2875 Output:F-statistic: 61.53 on 1 and 149 DF, p-value: 7.758e-13 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 0.23351 0.233509 61.535 7.758e-13 *** Output:Residuals 149 0.56542 0.003795 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] 0.005326182 Output:[1] 0.1762661 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001172280 0.0001149701 Output:regressor 0.0001149701 0.0001435235 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) 0.108411 0.030761 3.5243 0.0005642 *** Output:regressor 0.093977 0.025341 3.7085 0.0002936 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | IT | 0.2776 | +- 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:-0.14485 -0.04460 0.00790 0.04884 0.12362 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.127860 0.013360 9.570 < 2e-16 *** Output:regressor -0.047855 0.006249 -7.658 2.21e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.06203 on 149 degrees of freedom Output:Multiple R-squared: 0.2824, Adjusted R-squared: 0.2776 Output:F-statistic: 58.65 on 1 and 149 DF, p-value: 2.205e-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 0.22565 0.225651 58.649 2.205e-12 *** Output:Residuals 149 0.57328 0.003847 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] 0.005326182 Output:[1] 0.6568777 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.784881e-04 -7.729619e-05 Output:regressor -7.729619e-05 3.904829e-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) 0.127860 0.053552 2.3876 0.01821 * Output:regressor -0.047855 0.020930 -2.2865 0.02364 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | FR | 0.2400 | +- 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:-0.11301 -0.04827 -0.01745 0.04555 0.18082 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.10207 0.01118 9.126 4.63e-16 *** Output:regressor 0.06460 0.00929 6.954 1.04e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.06362 on 149 degrees of freedom Output:Multiple R-squared: 0.245, Adjusted R-squared: 0.24 Output:F-statistic: 48.36 on 1 and 149 DF, p-value: 1.04e-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 0.19577 0.195767 48.361 1.04e-10 *** Output:Residuals 149 0.60316 0.004048 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] 0.005326182 Output:[1] 0.3127041 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.250855e-04 9.209525e-05 Output:regressor 9.209525e-05 8.630218e-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) 0.102070 0.045113 2.2625 0.02511 * Output:regressor 0.064604 0.033893 1.9061 0.05856 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | RO | 0.2062 | +- 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:-0.114084 -0.064343 0.003534 0.047068 0.182191 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.08880 0.01028 8.643 7.95e-15 *** Output:regressor 0.06762 0.01070 6.321 2.86e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.06502 on 149 degrees of freedom Output:Multiple R-squared: 0.2114, Adjusted R-squared: 0.2062 Output:F-statistic: 39.95 on 1 and 149 DF, p-value: 2.856e-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 0.16893 0.168931 39.954 2.856e-09 *** Output:Residuals 149 0.63000 0.004228 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] 0.005326182 Output:[1] 0.2462732 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.055802e-04 9.423108e-05 Output:regressor 9.423108e-05 1.144573e-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) 0.088804 0.041553 2.1371 0.03422 * Output:regressor 0.067624 0.039646 1.7057 0.09015 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | ES | 0.1922 | +- 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:-0.092184 -0.056236 -0.007074 0.045133 0.191291 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.066162 0.007631 8.670 6.78e-15 *** Output:regressor 0.054658 0.009024 6.057 1.08e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.06559 on 149 degrees of freedom Output:Multiple R-squared: 0.1976, Adjusted R-squared: 0.1922 Output:F-statistic: 36.69 on 1 and 149 DF, p-value: 1.081e-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 0.15785 0.157846 36.687 1.081e-08 *** Output:Residuals 149 0.64108 0.004303 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] 0.005326182 Output:[1] 0.3522374 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.823531e-05 4.921322e-05 Output:regressor 4.921322e-05 8.143296e-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) 0.066162 0.034481 1.9188 0.05692 . Output:regressor 0.054658 0.037587 1.4542 0.14800 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | DE | 0.1272 | +- 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:-0.101906 -0.064436 -0.005065 0.051399 0.189039 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.069916 0.009484 7.372 1.08e-11 *** Output:regressor 0.023049 0.004820 4.782 4.13e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.06818 on 149 degrees of freedom Output:Multiple R-squared: 0.1331, Adjusted R-squared: 0.1272 Output:F-statistic: 22.87 on 1 and 149 DF, p-value: 4.127e-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 0.10631 0.106308 22.869 4.127e-06 *** Output:Residuals 149 0.69262 0.004648 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] 0.005326182 Output:[1] 1.334093 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.995460e-05 3.707378e-05 Output:regressor 3.707378e-05 2.322904e-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) 0.069916 0.044576 1.5684 0.1189 Output:regressor 0.023049 0.029074 0.7928 0.4292 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:-2.367e-16 -2.720e-17 -5.270e-18 1.498e-17 1.173e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 5.782e-16 2.321e-17 2.491e+01 <2e-16 *** Output:regressor 1.000e+00 1.086e-17 9.210e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.078e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 8.483e+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 98.532 98.532 8.4832e+33 < 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] 0.6568777 Output:[1] 0.6568777 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.388239e-34 -2.333435e-34 Output:regressor -2.333435e-34 1.178799e-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 4.9076e-17 1.1782e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 2.1550e-17 4.6404e+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 | GB | 0.2776 | +- 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:-2.1750 -0.2394 0.1046 0.4809 1.4245 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.1750 0.0616 35.310 < 2e-16 *** Output:regressor -5.9020 0.7707 -7.658 2.21e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.6888 on 149 degrees of freedom Output:Multiple R-squared: 0.2824, Adjusted R-squared: 0.2776 Output:F-statistic: 58.65 on 1 and 149 DF, p-value: 2.205e-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 27.830 27.8295 58.649 2.205e-12 *** Output:Residuals 149 70.702 0.4745 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] 0.6568777 Output:[1] 0.005326182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003794364 -0.01967716 Output:regressor -0.019677161 0.59393512 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) 2.17504 0.24445 8.8977 1.784e-15 *** Output:regressor -5.90200 4.36606 -1.3518 0.1785 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | RO | 0.1474 | +- 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:-1.6926 -0.4686 0.2168 0.5862 1.2796 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.4535 0.1183 12.291 < 2e-16 *** Output:regressor -0.6389 0.1231 -5.189 6.81e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7484 on 149 degrees of freedom Output:Multiple R-squared: 0.1531, Adjusted R-squared: 0.1474 Output:F-statistic: 26.93 on 1 and 149 DF, p-value: 6.806e-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 15.080 15.0804 26.926 6.806e-07 *** Output:Residuals 149 83.451 0.5601 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] 0.6568777 Output:[1] 0.2462732 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01398548 0.01248214 Output:regressor 0.01248214 0.01516136 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) 1.45348 5.01194 0.2900 0.7722 Output:regressor -0.63893 6.55000 -0.0975 0.9224 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | DE | 0.1271 | +- 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:-1.6815 -0.4543 0.2412 0.5821 1.3789 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.57123 0.10534 14.916 < 2e-16 *** Output:regressor -0.25581 0.05353 -4.779 4.19e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7572 on 149 degrees of freedom Output:Multiple R-squared: 0.1329, Adjusted R-squared: 0.1271 Output:F-statistic: 22.84 on 1 and 149 DF, p-value: 4.187e-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 13.095 13.0949 22.837 4.187e-06 *** Output:Residuals 149 85.437 0.5734 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] 0.6568777 Output:[1] 1.334093 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.011096173 0.004573163 Output:regressor 0.004573163 0.002865372 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) 1.57123 0.77900 2.0170 0.04549 * Output:regressor -0.25581 0.39342 -0.6502 0.51655 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | CH | 0.0149 | +- 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:-2.0279 -0.4115 0.2386 0.5688 1.1025 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.7530 0.1414 12.399 <2e-16 *** Output:regressor -0.2827 0.1564 -1.807 0.0728 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8044 on 149 degrees of freedom Output:Multiple R-squared: 0.02145, Adjusted R-squared: 0.01488 Output:F-statistic: 3.266 on 1 and 149 DF, p-value: 0.07276 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 2.113 2.1132 3.2656 0.07276 . Output:Residuals 149 96.418 0.6471 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] 0.6568777 Output:[1] 0.1762661 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01999043 0.01960539 Output:regressor 0.01960539 0.02447450 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) 1.75304 0.49127 3.5684 0.0004836 *** Output:regressor -0.28271 0.52135 -0.5423 0.5884450 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | 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:-1.9243 -0.3872 0.2011 0.5941 1.0241 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.7685 0.1416 12.488 <2e-16 *** Output:regressor -0.1978 0.1176 -1.681 0.0948 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8056 on 149 degrees of freedom Output:Multiple R-squared: 0.01862, Adjusted R-squared: 0.01203 Output:F-statistic: 2.827 on 1 and 149 DF, p-value: 0.0948 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 1.834 1.83448 2.8267 0.0948 . Output:Residuals 149 96.697 0.64897 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] 0.6568777 Output:[1] 0.3127041 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02005339 0.01476448 Output:regressor 0.01476448 0.01383575 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) 1.76847 0.61272 2.8863 0.004478 ** Output:regressor -0.19776 0.46272 -0.4274 0.669711 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | ES | -0.0060 | +- 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:-2.0096 -0.2942 0.2147 0.6055 1.0003 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.95771 0.09457 20.700 <2e-16 *** Output:regressor -0.03605 0.11184 -0.322 0.748 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8129 on 149 degrees of freedom Output:Multiple R-squared: 0.0006971, Adjusted R-squared: -0.00601 Output:F-statistic: 0.1039 on 1 and 149 DF, p-value: 0.7476 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 0.069 0.06868 0.1039 0.7476 Output:Residuals 149 98.463 0.66083 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.6568777 Output:[1] 0.3522374 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.008944293 0.007558601 Output:regressor 0.007558601 0.012507194 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) 1.957714 0.465679 4.2040 4.504e-05 *** Output:regressor -0.036054 0.605635 -0.0595 0.9526 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:-8.856e-15 -4.800e-18 4.350e-17 1.242e-16 9.061e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.156e-15 1.165e-16 -9.925e+00 <2e-16 *** Output:regressor 1.000e+00 1.213e-16 8.243e+15 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 7.373e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 6.795e+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 36.941 36.941 6.7947e+31 < 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] 0.2462732 Output:[1] 0.2462732 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.357582e-32 1.211651e-32 Output:regressor 1.211651e-32 1.471726e-32 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 2.0947e-16 -5.5210e+00 1.46e-07 *** Output:regressor 1.0000e+00 1.8904e-16 5.2898e+15 < 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 | DE | 0.8477 | +- 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:-0.58320 -0.13021 0.01215 0.10984 0.52886 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.19156 0.02694 -7.11 4.5e-11 *** Output:regressor 0.39581 0.01369 28.91 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1937 on 149 degrees of freedom Output:Multiple R-squared: 0.8487, Adjusted R-squared: 0.8477 Output:F-statistic: 835.8 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 31.3517 31.3517 835.79 < 2.2e-16 *** Output:Residuals 149 5.5892 0.0375 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] 0.2462732 Output:[1] 1.334093 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0007259083 0.0002991750 Output:regressor 0.0002991750 0.0001874518 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) -0.191562 0.098027 -1.9542 0.05255 . Output:regressor 0.395815 0.160319 2.4689 0.01468 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | ES | 0.5823 | +- 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:-0.74762 -0.18047 0.03151 0.21165 0.69809 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.43674 0.03731 -11.71 <2e-16 *** Output:regressor 0.63961 0.04412 14.50 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3207 on 149 degrees of freedom Output:Multiple R-squared: 0.5851, Adjusted R-squared: 0.5823 Output:F-statistic: 210.1 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 21.615 21.6152 210.15 < 2.2e-16 *** Output:Residuals 149 15.326 0.1029 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] 0.2462732 Output:[1] 0.3522374 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001392183 0.001176499 Output:regressor 0.001176499 0.001946749 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) -0.43674 0.25586 -1.7070 0.089907 . Output:regressor 0.63961 0.19639 3.2568 0.001395 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | FR | 0.2974 | +- 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:-0.86532 -0.32571 -0.01659 0.35230 0.81271 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.30275 0.07312 -4.141 5.78e-05 *** Output:regressor 0.48779 0.06073 8.032 2.69e-13 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.416 on 149 degrees of freedom Output:Multiple R-squared: 0.3021, Adjusted R-squared: 0.2974 Output:F-statistic: 64.51 on 1 and 149 DF, p-value: 2.688e-13 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 11.161 11.161 64.506 2.688e-13 *** Output:Residuals 149 25.780 0.173 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] 0.2462732 Output:[1] 0.3127041 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005346376 0.003936314 Output:regressor 0.003936314 0.003688708 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) -0.30275 0.93792 -0.3228 0.7473 Output:regressor 0.48779 0.96012 0.5081 0.6122 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | GB | 0.2062 | +- 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:-0.85135 -0.34295 -0.02562 0.38927 0.92688 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.92688 0.03954 -23.442 < 2e-16 *** Output:regressor 3.12681 0.49468 6.321 2.86e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4422 on 149 degrees of freedom Output:Multiple R-squared: 0.2114, Adjusted R-squared: 0.2062 Output:F-statistic: 39.95 on 1 and 149 DF, p-value: 2.856e-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 7.8111 7.8111 39.954 2.856e-09 *** Output:Residuals 149 29.1299 0.1955 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] 0.2462732 Output:[1] 0.005326182 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001563312 -0.008107166 Output:regressor -0.008107166 0.244706562 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) -0.92688 0.21308 -4.3499 2.514e-05 *** Output:regressor 3.12681 1.66909 1.8734 0.06298 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | IT | 0.1474 | +- 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:-1.25520 -0.33378 -0.01256 0.33819 0.92872 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.34911 0.09870 -3.537 0.00054 *** Output:regressor -0.23954 0.04616 -5.189 6.81e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4582 on 149 degrees of freedom Output:Multiple R-squared: 0.1531, Adjusted R-squared: 0.1474 Output:F-statistic: 26.93 on 1 and 149 DF, p-value: 6.806e-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 5.6539 5.6539 26.926 6.806e-07 *** Output:Residuals 149 31.2871 0.2100 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] 0.2462732 Output:[1] 0.6568777 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.009741158 -0.004218513 Output:regressor -0.004218513 0.002131098 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) -0.34911 3.23774 -0.1078 0.9143 Output:regressor -0.23954 0.39386 -0.6082 0.5440 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | CH | 0.0341 | +- 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:-0.9552 -0.3323 -0.1185 0.4517 0.9528 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.63254 0.08572 -7.379 1.04e-11 *** Output:regressor 0.23812 0.09485 2.511 0.0131 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4877 on 149 degrees of freedom Output:Multiple R-squared: 0.04058, Adjusted R-squared: 0.03415 Output:F-statistic: 6.303 on 1 and 149 DF, p-value: 0.01312 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 1.499 1.49922 6.3028 0.01312 * Output:Residuals 149 35.442 0.23786 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] 0.2462732 Output:[1] 0.1762661 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.007348136 0.007206603 Output:regressor 0.007206603 0.008996403 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) -0.63254 0.93794 -0.6744 0.5011 Output:regressor 0.23812 16.85966 0.0141 0.9888 Output: Output:[1] "-------------------------------------------------------------------------------------------" |