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:-2.143e-18 -1.544e-19 -4.320e-20 4.200e-20 1.287e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.259e-18 1.343e-19 -1.681e+01 <2e-16 *** Output:regressor 1.000e+00 1.795e-17 5.573e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.097e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.105e+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 0.0037344 0.0037344 3.1053e+33 < 2.2e-16 *** Output:Residuals 149 0.0000000 0.0000000 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] 2.489623e-05 Output:[1] 2.489623e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.804528e-38 -1.801774e-36 Output:regressor -1.801774e-36 3.220261e-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 6.9188e-20 -3.2646e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 1.8301e-17 5.4643e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | FR | 0.7756 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.005726 -0.001576 -0.000102 0.001087 0.008205 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0023501 0.0002393 9.821 <2e-16 *** Output:regressor 0.4850685 0.0212808 22.794 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.002363 on 149 degrees of freedom Output:Multiple R-squared: 0.7771, Adjusted R-squared: 0.7756 Output:F-statistic: 519.6 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 0.00290215 0.00290215 519.55 < 2.2e-16 *** Output:Residuals 149 0.00083229 0.00000559 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.489623e-05 Output:[1] 8.222838e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.726031e-08 -3.029655e-06 Output:regressor -3.029655e-06 4.528718e-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) 0.00235007 0.00030054 7.8194 8.932e-13 *** Output:regressor 0.48506850 0.01207698 40.1647 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | GB | 0.7281 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0048837 -0.0017001 -0.0006756 0.0014113 0.0104893 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0002324 0.0003410 0.682 0.497 Output:regressor 0.9940312 0.0495382 20.066 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.002602 on 149 degrees of freedom Output:Multiple R-squared: 0.7299, Adjusted R-squared: 0.7281 Output:F-statistic: 402.6 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 0.0027258 0.00272576 402.64 < 2.2e-16 *** Output:Residuals 149 0.0010087 0.00000677 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.489623e-05 Output:[1] 1.839059e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.162569e-07 -1.323927e-05 Output:regressor -1.323927e-05 2.454029e-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) 0.00023241 0.00051020 0.4555 0.6494 Output:regressor 0.99403124 0.08341255 11.9170 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | ES | 0.7190 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0062238 -0.0014927 -0.0004947 0.0014107 0.0120607 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0015157 0.0002993 5.064 1.2e-06 *** Output:regressor 3.0508927 0.1555379 19.615 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.002645 on 149 degrees of freedom Output:Multiple R-squared: 0.7208, Adjusted R-squared: 0.719 Output:F-statistic: 384.8 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 0.0026919 0.0026919 384.75 < 2.2e-16 *** Output:Residuals 149 0.0010425 0.0000070 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.489623e-05 Output:[1] 1.928063e-06 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.958769e-08 -0.0000323477 Output:regressor -3.234770e-05 0.0241920390 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00151570 0.00030663 4.9431 2.046e-06 *** Output:regressor 3.05089266 0.18886318 16.1540 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | DE | 0.7018 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0113129 -0.0016418 -0.0004222 0.0013393 0.0093104 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0028459 0.0002655 10.72 <2e-16 *** Output:regressor 0.1449684 0.0077041 18.82 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.002725 on 149 degrees of freedom Output:Multiple R-squared: 0.7038, Adjusted R-squared: 0.7018 Output:F-statistic: 354.1 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 0.0026284 0.00262838 354.08 < 2.2e-16 *** Output:Residuals 149 0.0011060 0.00000742 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.489623e-05 Output:[1] 0.0008337783 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.050591e-08 -1.125591e-06 Output:regressor -1.125591e-06 5.935363e-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) 0.00284592 0.00035695 7.9729 3.751e-13 *** Output:regressor 0.14496843 0.01192670 12.1550 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | RO | 0.6940 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0102066 -0.0017582 -0.0003023 0.0015362 0.0086548 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0005510 0.0003535 1.559 0.121 Output:regressor 0.3881702 0.0210121 18.474 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.00276 on 149 degrees of freedom Output:Multiple R-squared: 0.6961, Adjusted R-squared: 0.694 Output:F-statistic: 341.3 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 0.0025995 0.00259950 341.28 < 2.2e-16 *** Output:Residuals 149 0.0011349 0.00000762 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.489623e-05 Output:[1] 0.0001150149 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.249960e-07 -5.737198e-06 Output:regressor -5.737198e-06 4.415088e-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) 0.00055103 0.00040845 1.3491 0.1794 Output:regressor 0.38817016 0.02944162 13.1844 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | IT | 0.5946 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0061200 -0.0018446 -0.0007266 0.0013643 0.0135118 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0024159 0.0003355 7.20 2.76e-11 *** Output:regressor 0.3835200 0.0258003 14.87 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.003177 on 149 degrees of freedom Output:Multiple R-squared: 0.5973, Adjusted R-squared: 0.5946 Output:F-statistic: 221 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 0.0022304 0.00223043 220.97 < 2.2e-16 *** Output:Residuals 149 0.0015040 0.00001009 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.489623e-05 Output:[1] 0.0001010932 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.125887e-07 -5.517958e-06 Output:regressor -5.517958e-06 6.656555e-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) 0.00241593 0.00054189 4.4583 1.615e-05 *** Output:regressor 0.38351995 0.02961948 12.9482 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
DE | DE | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.755e-17 -1.449e-18 -7.110e-19 -6.600e-20 2.125e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.355e-17 1.726e-18 -7.851e+00 7.47e-13 *** Output:regressor 1.000e+00 5.008e-17 1.997e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.771e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.987e+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 0.12507 0.12507 3.9867e+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] 0.0008337783 Output:[1] 0.0008337783 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.979610e-36 -4.756796e-35 Output:regressor -4.756796e-35 2.508310e-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) -1.3552e-17 4.1007e-19 -3.3048e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 7.7217e-17 1.2950e+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 | FR | 0.7736 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.036106 -0.005588 -0.001759 0.002476 0.063398 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0002091 0.0013910 0.15 0.881 Output:regressor 2.8034989 0.1237062 22.66 <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: 0.7751, Adjusted R-squared: 0.7736 Output:F-statistic: 513.6 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 0.096942 0.096942 513.59 < 2.2e-16 *** Output:Residuals 149 0.028124 0.000189 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0008337783 Output:[1] 8.222838e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.934913e-06 -0.0001023766 Output:regressor -1.023766e-04 0.0153032265 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0002091 0.0012458 0.1678 0.8669 Output:regressor 2.8034989 0.1725163 16.2506 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | CH | 0.7018 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.040899 -0.007366 -0.000348 0.005212 0.088293 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.008200 0.001931 -4.246 3.82e-05 *** Output:regressor 4.855013 0.258012 18.817 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01577 on 149 degrees of freedom Output:Multiple R-squared: 0.7038, Adjusted R-squared: 0.7018 Output:F-statistic: 354.1 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 0.088025 0.088025 354.08 < 2.2e-16 *** Output:Residuals 149 0.037042 0.000249 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0008337783 Output:[1] 2.489623e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.730386e-06 -0.0003724692 Output:regressor -3.724692e-04 0.0665704005 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0082002 0.0017776 -4.6132 8.479e-06 *** Output:regressor 4.8550126 0.3774386 12.8631 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | GB | 0.6338 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.034340 -0.008944 -0.003712 0.005501 0.093279 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.01001 0.00229 -4.372 2.3e-05 *** Output:regressor 5.37093 0.33268 16.145 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01747 on 149 degrees of freedom Output:Multiple R-squared: 0.6363, Adjusted R-squared: 0.6338 Output:F-statistic: 260.6 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 0.079577 0.079577 260.65 < 2.2e-16 *** Output:Residuals 149 0.045490 0.000305 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0008337783 Output:[1] 1.839059e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.243015e-06 -0.0005970718 Output:regressor -5.970718e-04 0.1106731281 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0100116 0.0026339 -3.801 0.0002095 *** Output:regressor 5.3709333 0.2940347 18.266 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | RO | 0.6135 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.060794 -0.007883 -0.001133 0.006011 0.077471 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.008497 0.002300 -3.695 0.000308 *** Output:regressor 2.113290 0.136675 15.462 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01795 on 149 degrees of freedom Output:Multiple R-squared: 0.6161, Adjusted R-squared: 0.6135 Output:F-statistic: 239.1 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 0.077048 0.077048 239.08 < 2.2e-16 *** Output:Residuals 149 0.048018 0.000322 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0008337783 Output:[1] 0.0001150149 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.288497e-06 -0.000242737 Output:regressor -2.427370e-04 0.018679944 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0084971 0.0021453 -3.9609 0.0001154 *** Output:regressor 2.1132897 0.2410369 8.7675 3.831e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | ES | 0.6095 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.038893 -0.008482 -0.002173 0.001775 0.087564 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.002791 0.002042 -1.367 0.174 Output:regressor 16.270128 1.060981 15.335 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01804 on 149 degrees of freedom Output:Multiple R-squared: 0.6121, Adjusted R-squared: 0.6095 Output:F-statistic: 235.2 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 0.076559 0.076559 235.16 < 2.2e-16 *** Output:Residuals 149 0.048508 0.000326 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0008337783 Output:[1] 1.928063e-06 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.168606e-06 -0.001505171 Output:regressor -1.505171e-03 1.125680132 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0027910 0.0016305 -1.7118 0.08902 . Output:regressor 16.2701278 1.1687557 13.9209 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | IT | 0.5914 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.042961 -0.008021 -0.003249 0.001415 0.087423 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0006151 0.0019495 0.315 0.753 Output:regressor 2.2135310 0.1498971 14.767 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.01846 on 149 degrees of freedom Output:Multiple R-squared: 0.5941, Adjusted R-squared: 0.5914 Output:F-statistic: 218.1 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 0.074299 0.074299 218.06 < 2.2e-16 *** Output:Residuals 149 0.050768 0.000341 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0008337783 Output:[1] 0.0001010932 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.800425e-06 -0.0001862583 Output:regressor -1.862583e-04 0.0224691553 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00061506 0.00353307 0.1741 0.862 Output:regressor 2.21353096 0.21454154 10.3175 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
ES | ES | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-7.534e-19 -1.907e-20 -8.600e-21 1.983e-20 4.077e-19 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 9.835e-21 0.000e+00 1 Output:regressor 1.000e+00 5.111e-18 1.957e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 8.692e-20 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.828e+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 0.00028921 0.00028921 3.8284e+34 < 2.2e-16 *** Output:Residuals 149 0.00000000 0.00000000 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] 1.928063e-06 Output:[1] 1.928063e-06 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.672847e-41 -3.492604e-38 Output:regressor -3.492604e-38 2.612032e-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 7.3917e-21 0.0000e+00 1 Output:regressor 1.0000e+00 4.9575e-18 2.0171e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | FR | 0.7805 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0035737 -0.0003211 -0.0000660 0.0002674 0.0023708 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 4.313e-04 6.587e-05 6.547 8.9e-10 *** Output:regressor 1.354e-01 5.858e-03 23.113 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0006506 on 149 degrees of freedom Output:Multiple R-squared: 0.7819, Adjusted R-squared: 0.7805 Output:F-statistic: 534.2 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 2.2614e-04 2.2614e-04 534.22 < 2.2e-16 *** Output:Residuals 149 6.3072e-05 4.2300e-07 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.928063e-06 Output:[1] 8.222838e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.339268e-09 -2.295916e-07 Output:regressor -2.295916e-07 3.431928e-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) 4.3129e-04 8.6171e-05 5.0051 1.556e-06 *** Output:regressor 1.3540e-01 1.3337e-02 10.1521 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | CH | 0.7190 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0026445 -0.0003136 0.0000004 0.0002861 0.0038628 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.514e-05 9.017e-05 0.168 0.867 Output:regressor 2.363e-01 1.205e-02 19.615 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0007361 on 149 degrees of freedom Output:Multiple R-squared: 0.7208, Adjusted R-squared: 0.719 Output:F-statistic: 384.8 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 2.0848e-04 2.0848e-04 384.75 < 2.2e-16 *** Output:Residuals 149 8.0734e-05 5.4200e-07 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.928063e-06 Output:[1] 2.489623e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.130558e-09 -8.118149e-07 Output:regressor -8.118149e-07 1.450934e-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) 1.5145e-05 1.4445e-04 0.1048 0.9166 Output:regressor 2.3627e-01 3.0758e-02 7.6816 1.935e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | GB | 0.6936 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0024819 -0.0004444 -0.0000979 0.0003451 0.0035364 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0001199 0.0001007 -1.19 0.236 Output:regressor 0.2700646 0.0146330 18.46 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0007686 on 149 degrees of freedom Output:Multiple R-squared: 0.6957, Adjusted R-squared: 0.6936 Output:F-statistic: 340.6 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 2.0120e-04 2.012e-04 340.62 < 2.2e-16 *** Output:Residuals 149 8.8012e-05 5.910e-07 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.928063e-06 Output:[1] 1.839059e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.014398e-08 -1.155191e-06 Output:regressor -1.155191e-06 2.141260e-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) -0.00011985 0.00014037 -0.8538 0.3946 Output:regressor 0.27006460 0.01938890 13.9288 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | IT | 0.6816 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0027327 -0.0004135 -0.0001193 0.0002590 0.0030105 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.905e-04 8.275e-05 4.719 5.41e-06 *** Output:regressor 1.142e-01 6.363e-03 17.946 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0007836 on 149 degrees of freedom Output:Multiple R-squared: 0.6837, Adjusted R-squared: 0.6816 Output:F-statistic: 322 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 1.9773e-04 1.9773e-04 322.05 < 2.2e-16 *** Output:Residuals 149 9.1481e-05 6.1400e-07 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.928063e-06 Output:[1] 0.0001010932 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.848235e-09 -3.356311e-07 Output:regressor -3.356311e-07 4.048864e-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) 0.00039054 0.00012601 3.0993 0.002319 ** Output:regressor 0.11418992 0.01436900 7.9470 4.345e-13 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | DE | 0.6095 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0026962 -0.0003267 -0.0001088 0.0002508 0.0047875 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 6.236e-04 8.456e-05 7.375 1.06e-11 *** Output:regressor 3.762e-02 2.453e-03 15.335 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0008677 on 149 degrees of freedom Output:Multiple R-squared: 0.6121, Adjusted R-squared: 0.6095 Output:F-statistic: 235.2 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 0.00017704 1.7704e-04 235.16 < 2.2e-16 *** Output:Residuals 149 0.00011217 7.5300e-07 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.928063e-06 Output:[1] 0.0008337783 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.150471e-09 -1.141536e-07 Output:regressor -1.141536e-07 6.019445e-06 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 6.2362e-04 8.7608e-05 7.1183 4.298e-11 *** Output:regressor 3.7624e-02 6.1601e-03 6.1077 8.393e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | RO | 0.5529 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0032962 -0.0004963 -0.0000801 0.0004147 0.0035343 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 8.277e-05 1.189e-04 0.696 0.488 Output:regressor 9.653e-02 7.069e-03 13.655 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.0009285 on 149 degrees of freedom Output:Multiple R-squared: 0.5558, Adjusted R-squared: 0.5529 Output:F-statistic: 186.5 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 0.00016075 1.6075e-04 186.47 < 2.2e-16 *** Output:Residuals 149 0.00012846 8.6200e-07 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.928063e-06 Output:[1] 0.0001150149 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.414739e-08 -6.493517e-07 Output:regressor -6.493517e-07 4.997117e-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) 0.00008277 0.00021502 0.3849 0.7008 Output:regressor 0.09652921 0.01932147 4.9960 1.62e-06 *** 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:-4.375e-17 1.070e-19 2.380e-19 4.400e-19 2.893e-18 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.259e-18 3.677e-19 6.142e+00 7.05e-09 *** Output:regressor 1.000e+00 3.270e-17 3.058e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.632e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 9.351e+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 0.012334 0.012334 9.3507e+32 < 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] 8.222838e-05 Output:[1] 8.222838e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.352186e-37 -7.154444e-36 Output:regressor -7.154444e-36 1.069444e-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-18 2.5258e-19 8.9424e+00 1.371e-15 *** Output:regressor 1.0000e+00 1.1327e-17 8.8284e+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 | 0.7805 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0134627 -0.0021982 -0.0002365 0.0014486 0.0275762 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0010316 0.0004808 -2.146 0.0335 * Output:regressor 5.7747093 0.2498443 23.113 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004249 on 149 degrees of freedom Output:Multiple R-squared: 0.7819, Adjusted R-squared: 0.7805 Output:F-statistic: 534.2 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 0.0096443 0.0096443 534.22 < 2.2e-16 *** Output:Residuals 149 0.0026899 0.0000181 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 8.222838e-05 Output:[1] 1.928063e-06 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.311612e-07 -8.346606e-05 Output:regressor -8.346606e-05 6.242219e-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) -0.00103162 0.00046001 -2.2426 0.0264 * Output:regressor 5.77470927 0.30732840 18.7900 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | IT | 0.7803 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0103796 -0.0022050 -0.0005676 0.0012203 0.0194049 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.955e-05 4.489e-04 0.177 0.86 Output:regressor 7.974e-01 3.451e-02 23.104 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.00425 on 149 degrees of freedom Output:Multiple R-squared: 0.7818, Adjusted R-squared: 0.7803 Output:F-statistic: 533.8 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 0.0096427 0.0096427 533.81 < 2.2e-16 *** Output:Residuals 149 0.0026915 0.0000181 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 8.222838e-05 Output:[1] 0.0001010932 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.014863e-07 -9.874813e-06 Output:regressor -9.874813e-06 1.191242e-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) 7.9555e-05 6.8190e-04 0.1167 0.9073 Output:regressor 7.9743e-01 5.4535e-02 14.6225 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | CH | 0.7756 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0098253 -0.0023649 -0.0002894 0.0020749 0.0180127 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0022741 0.0005262 -4.322 2.81e-05 *** Output:regressor 1.6021057 0.0702871 22.794 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004295 on 149 degrees of freedom Output:Multiple R-squared: 0.7771, Adjusted R-squared: 0.7756 Output:F-statistic: 519.6 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 0.0095853 0.0095853 519.55 < 2.2e-16 *** Output:Residuals 149 0.0027489 0.0000184 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 8.222838e-05 Output:[1] 2.489623e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.768370e-07 -2.764144e-05 Output:regressor -2.764144e-05 4.940279e-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) -0.0022741 0.0007576 -3.0017 0.003149 ** Output:regressor 1.6021057 0.1453349 11.0235 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | DE | 0.7736 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0151393 -0.0018440 -0.0003953 0.0013625 0.0215991 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0014466 0.0004205 3.44 0.000754 *** Output:regressor 0.2764850 0.0122001 22.66 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004315 on 149 degrees of freedom Output:Multiple R-squared: 0.7751, Adjusted R-squared: 0.7736 Output:F-statistic: 513.6 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 0.0095606 0.0095606 513.59 < 2.2e-16 *** Output:Residuals 149 0.0027737 0.0000186 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 8.222838e-05 Output:[1] 0.0008337783 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.768087e-07 -2.822660e-06 Output:regressor -2.822660e-06 1.488419e-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) 0.00144657 0.00041304 3.5022 0.0006092 *** Output:regressor 0.27648499 0.02658481 10.4001 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | GB | 0.7225 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.009845 -0.003117 -0.001021 0.002455 0.018032 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.003019 0.000626 -4.823 3.46e-06 *** Output:regressor 1.799673 0.090946 19.788 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004777 on 149 degrees of freedom Output:Multiple R-squared: 0.7244, Adjusted R-squared: 0.7225 Output:F-statistic: 391.6 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 0.0089346 0.0089346 391.58 < 2.2e-16 *** Output:Residuals 149 0.0033997 0.0000228 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 8.222838e-05 Output:[1] 1.839059e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.918346e-07 -4.462192e-05 Output:regressor -4.462192e-05 8.271111e-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) -0.00301921 0.00086499 -3.4905 0.0006345 *** Output:regressor 1.79967349 0.12991806 13.8524 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | RO | 0.7139 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.020128 -0.002437 0.000329 0.002061 0.017633 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0026063 0.0006213 -4.195 4.67e-05 *** Output:regressor 0.7153895 0.0369250 19.374 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.00485 on 149 degrees of freedom Output:Multiple R-squared: 0.7158, Adjusted R-squared: 0.7139 Output:F-statistic: 375.4 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 0.0088294 0.0088294 375.36 < 2.2e-16 *** Output:Residuals 149 0.0035049 0.0000235 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 8.222838e-05 Output:[1] 0.0001150149 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.860084e-07 -1.771742e-05 Output:regressor -1.771742e-05 1.363453e-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) -0.00260627 0.00090228 -2.8885 0.004448 ** Output:regressor 0.71538949 0.09051078 7.9039 5.544e-13 *** 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:-1.138e-17 -2.670e-20 6.390e-20 1.354e-19 2.222e-18 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.259e-18 1.293e-19 1.746e+01 <2e-16 *** Output:regressor 1.000e+00 1.879e-17 5.322e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 9.869e-19 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.833e+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 0.0027586 0.0027586 2.8325e+33 < 2.2e-16 *** Output:Residuals 149 0.0000000 0.0000000 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] 1.839059e-05 Output:[1] 1.839059e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.672486e-38 -1.904619e-36 Output:regressor -1.904619e-36 3.530398e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.2587e-18 5.6391e-20 4.0054e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 2.0156e-17 4.9613e+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 | 0.7281 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0062941 -0.0012291 0.0002046 0.0012035 0.0099135 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0012865 0.0002739 4.697 5.96e-06 *** Output:regressor 0.7342806 0.0365933 20.066 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.002236 on 149 degrees of freedom Output:Multiple R-squared: 0.7299, Adjusted R-squared: 0.7281 Output:F-statistic: 402.6 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 0.0020135 0.0020135 402.64 < 2.2e-16 *** Output:Residuals 149 0.0007451 0.0000050 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.839059e-05 Output:[1] 2.489623e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.503715e-08 -7.492263e-06 Output:regressor -7.492263e-06 1.339071e-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) 0.00128653 0.00050168 2.5644 0.01132 * Output:regressor 0.73428062 0.10721612 6.8486 1.826e-10 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | FR | 0.7225 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0056222 -0.0013772 0.0001414 0.0014176 0.0104787 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0027022 0.0002287 11.81 <2e-16 *** Output:regressor 0.4025016 0.0203402 19.79 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.002259 on 149 degrees of freedom Output:Multiple R-squared: 0.7244, Adjusted R-squared: 0.7225 Output:F-statistic: 391.6 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 0.00199824 0.0019982 391.58 < 2.2e-16 *** Output:Residuals 149 0.00076035 0.0000051 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.839059e-05 Output:[1] 8.222838e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.231065e-08 -2.767767e-06 Output:regressor -2.767767e-06 4.137250e-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) 0.00270223 0.00033922 7.9659 3.903e-13 *** Output:regressor 0.40250164 0.04833520 8.3273 4.944e-14 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | ES | 0.6936 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.008241 -0.001454 -0.000021 0.001056 0.011240 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0019505 0.0002686 7.262 1.97e-11 *** Output:regressor 2.5759773 0.1395755 18.456 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.002374 on 149 degrees of freedom Output:Multiple R-squared: 0.6957, Adjusted R-squared: 0.6936 Output:F-statistic: 340.6 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 0.00191910 0.00191910 340.62 < 2.2e-16 *** Output:Residuals 149 0.00083949 0.00000563 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.839059e-05 Output:[1] 1.928063e-06 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.214297e-08 -2.604888e-05 Output:regressor -2.604888e-05 1.948131e-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) 0.00195052 0.00031465 6.199 5.304e-09 *** Output:regressor 2.57597734 0.24050673 10.711 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | RO | 0.6630 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0071267 -0.0014378 -0.0001089 0.0010580 0.0145068 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0011567 0.0003189 3.627 0.000393 *** Output:regressor 0.3261530 0.0189527 17.209 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.002489 on 149 degrees of freedom Output:Multiple R-squared: 0.6653, Adjusted R-squared: 0.663 Output:F-statistic: 296.1 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 0.00183522 0.0018352 296.14 < 2.2e-16 *** Output:Residuals 149 0.00092337 0.0000062 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.839059e-05 Output:[1] 0.0001150149 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.016951e-07 -4.667710e-06 Output:regressor -4.667710e-06 3.592059e-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) 0.00115671 0.00050917 2.2718 0.02453 * Output:regressor 0.32615295 0.04443801 7.3395 1.288e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | DE | 0.6338 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0097377 -0.0012966 0.0000666 0.0012792 0.0098880 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0031483 0.0002529 12.45 <2e-16 *** Output:regressor 0.1184663 0.0073378 16.14 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.002595 on 149 degrees of freedom Output:Multiple R-squared: 0.6363, Adjusted R-squared: 0.6338 Output:F-statistic: 260.6 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 0.0017552 0.00175522 260.65 < 2.2e-16 *** Output:Residuals 149 0.0010034 0.00000673 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.839059e-05 Output:[1] 0.0008337783 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.396032e-08 -1.021094e-06 Output:regressor -1.021094e-06 5.384339e-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) 0.00314830 0.00037826 8.3230 5.067e-14 *** Output:regressor 0.11846631 0.02354814 5.0308 1.387e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | IT | 0.5747 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0062336 -0.0013819 -0.0001393 0.0011540 0.0133854 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0027081 0.0002954 9.168 3.61e-16 *** Output:regressor 0.3241251 0.0227121 14.271 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.002797 on 149 degrees of freedom Output:Multiple R-squared: 0.5775, Adjusted R-squared: 0.5747 Output:F-statistic: 203.7 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 0.0015931 0.00159308 203.66 < 2.2e-16 *** Output:Residuals 149 0.0011655 0.00000782 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.839059e-05 Output:[1] 0.0001010932 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.724905e-08 -4.276064e-06 Output:regressor -4.276064e-06 5.158403e-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) 0.00270807 0.00050882 5.3223 3.695e-07 *** Output:regressor 0.32412508 0.05241836 6.1834 5.736e-09 *** 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:-5.364e-17 2.650e-19 3.770e-19 6.570e-19 4.665e-18 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.388e-18 4.725e-19 -7.170e+00 3.25e-11 *** Output:regressor 1.000e+00 3.633e-17 2.752e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.474e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 7.575e+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 0.015164 0.015164 7.5747e+32 < 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] 0.0001010932 Output:[1] 0.0001010932 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.232948e-37 -1.094365e-35 Output:regressor -1.094365e-35 1.320180e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.3881e-18 5.8592e-19 -5.7824e+00 4.174e-08 *** Output:regressor 1.0000e+00 3.2681e-17 3.0599e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | FR | 0.7803 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0177976 -0.0016855 -0.0001134 0.0019267 0.0185462 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0017309 0.0004771 3.628 0.000392 *** Output:regressor 0.9803777 0.0424326 23.104 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.004713 on 149 degrees of freedom Output:Multiple R-squared: 0.7818, Adjusted R-squared: 0.7803 Output:F-statistic: 533.8 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 0.011855 0.0118550 533.81 < 2.2e-16 *** Output:Residuals 149 0.003309 0.0000222 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001010932 Output:[1] 8.222838e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.276556e-07 -1.204531e-05 Output:regressor -1.204531e-05 1.800529e-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) 0.00173091 0.00059891 2.8901 0.004427 ** Output:regressor 0.98037773 0.11315128 8.6643 7.003e-15 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | ES | 0.6816 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0206468 -0.0027991 -0.0000999 0.0022093 0.0259672 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0002838 0.0006420 0.442 0.659 Output:regressor 5.9872613 0.3336315 17.946 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005674 on 149 degrees of freedom Output:Multiple R-squared: 0.6837, Adjusted R-squared: 0.6816 Output:F-statistic: 322 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 0.0103674 0.0103674 322.05 < 2.2e-16 *** Output:Residuals 149 0.0047966 0.0000322 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001010932 Output:[1] 1.928063e-06 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.122019e-07 -0.000148835 Output:regressor -1.488350e-04 0.111309985 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.00028382 0.00083733 0.339 0.7351 Output:regressor 5.98726128 0.76848190 7.791 1.048e-12 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | CH | 0.5946 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.024381 -0.002245 -0.000199 0.002647 0.032638 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0004238 0.0007842 -0.54 0.59 Output:regressor 1.5573136 0.1047642 14.87 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006402 on 149 degrees of freedom Output:Multiple R-squared: 0.5973, Adjusted R-squared: 0.5946 Output:F-statistic: 221 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 0.0090568 0.0090568 220.97 < 2.2e-16 *** Output:Residuals 149 0.0061071 0.0000410 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001010932 Output:[1] 2.489623e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.150328e-07 -6.140941e-05 Output:regressor -6.140941e-05 1.097554e-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) -0.00042384 0.00129688 -0.3268 0.7443 Output:regressor 1.55731355 0.29823349 5.2218 5.861e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | DE | 0.5914 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.026828 -0.002371 -0.000385 0.002140 0.036170 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0031998 0.0006264 5.108 9.81e-07 *** Output:regressor 0.2683841 0.0181746 14.767 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006427 on 149 degrees of freedom Output:Multiple R-squared: 0.5941, Adjusted R-squared: 0.5914 Output:F-statistic: 218.1 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 0.0090086 0.0090086 218.06 < 2.2e-16 *** Output:Residuals 149 0.0061554 0.0000413 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001010932 Output:[1] 0.0008337783 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.923804e-07 -6.264153e-06 Output:regressor -6.264153e-06 3.303156e-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) 0.00319984 0.00056076 5.7062 6.035e-08 *** Output:regressor 0.26838410 0.05184915 5.1762 7.211e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | GB | 0.5747 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.025254 -0.003324 -0.001427 0.001955 0.025752 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0013227 0.0008593 -1.539 0.126 Output:regressor 1.7817169 0.1248486 14.271 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006557 on 149 degrees of freedom Output:Multiple R-squared: 0.5775, Adjusted R-squared: 0.5747 Output:F-statistic: 203.7 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 0.0087572 0.0087572 203.66 < 2.2e-16 *** Output:Residuals 149 0.0064068 0.0000430 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001010932 Output:[1] 1.839059e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.384248e-07 -8.409143e-05 Output:regressor -8.409143e-05 1.558717e-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) -0.0013227 0.0012217 -1.0827 0.2807 Output:regressor 1.7817169 0.2536228 7.0251 7.109e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | RO | 0.5541 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0195384 -0.0033953 0.0000487 0.0031686 0.0265375 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0008036 0.0008600 -0.934 0.352 Output:regressor 0.6997652 0.0511141 13.690 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006714 on 149 degrees of freedom Output:Multiple R-squared: 0.5571, Adjusted R-squared: 0.5541 Output:F-statistic: 187.4 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 0.0084479 0.0084479 187.42 < 2.2e-16 *** Output:Residuals 149 0.0067160 0.0000451 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001010932 Output:[1] 0.0001150149 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.39671e-07 -0.0000339502 Output:regressor -3.39502e-05 0.0026126544 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.00080361 0.00154335 -0.5207 0.6034 Output:regressor 0.69976519 0.15664327 4.4673 1.557e-05 *** 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:-8.303e-17 1.380e-19 3.700e-19 6.010e-19 6.394e-18 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 9.035e-18 8.831e-19 1.023e+01 <2e-16 *** Output:regressor 1.000e+00 5.249e-17 1.905e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 6.894e-18 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.63e+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 0.017252 0.017252 3.6301e+32 < 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] 0.0001150149 Output:[1] 0.0001150149 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 7.799011e-37 -3.579673e-35 Output:regressor -3.579673e-35 2.754754e-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) 9.0349e-18 5.3974e-19 1.6739e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 7.8228e-17 1.2783e+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 | FR | 0.7139 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.013243 -0.003708 -0.001084 0.003131 0.026000 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0063004 0.0005808 10.85 <2e-16 *** Output:regressor 1.0006335 0.0516479 19.37 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005736 on 149 degrees of freedom Output:Multiple R-squared: 0.7158, Adjusted R-squared: 0.7139 Output:F-statistic: 375.4 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 0.0123499 0.0123499 375.36 < 2.2e-16 *** Output:Residuals 149 0.0049024 0.0000329 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001150149 Output:[1] 8.222838e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.372745e-07 -1.784526e-05 Output:regressor -1.784526e-05 2.667504e-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) 0.00630042 0.00087341 7.2135 2.563e-11 *** Output:regressor 1.00063345 0.06035415 16.5794 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | CH | 0.6940 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0131316 -0.0037092 -0.0003936 0.0031385 0.0245694 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0029610 0.0007267 4.075 7.46e-05 *** Output:regressor 1.7932577 0.0970712 18.474 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.005932 on 149 degrees of freedom Output:Multiple R-squared: 0.6961, Adjusted R-squared: 0.694 Output:F-statistic: 341.3 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 0.0120091 0.0120091 341.28 < 2.2e-16 *** Output:Residuals 149 0.0052431 0.0000352 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001150149 Output:[1] 2.489623e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.280233e-07 -5.272175e-05 Output:regressor -5.272175e-05 9.422812e-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) 0.0029610 0.0009211 3.2147 0.001601 ** Output:regressor 1.7932577 0.1408850 12.7285 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | GB | 0.6630 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.0202169 -0.0037777 -0.0003644 0.0033632 0.0214385 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0019902 0.0008158 2.439 0.0159 * Output:regressor 2.0397636 0.1185305 17.209 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006225 on 149 degrees of freedom Output:Multiple R-squared: 0.6653, Adjusted R-squared: 0.663 Output:F-statistic: 296.1 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 0.0114775 0.0114775 296.14 < 2.2e-16 *** Output:Residuals 149 0.0057748 0.0000388 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001150149 Output:[1] 1.839059e-05 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.655786e-07 -7.579575e-05 Output:regressor -7.579575e-05 1.404949e-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) 0.00199018 0.00098704 2.0163 0.04556 * Output:regressor 2.03976364 0.18768295 10.8681 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | DE | 0.6135 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.022041 -0.004039 -0.001024 0.002801 0.025743 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0074662 0.0006498 11.49 <2e-16 *** Output:regressor 0.2915162 0.0188535 15.46 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.006667 on 149 degrees of freedom Output:Multiple R-squared: 0.6161, Adjusted R-squared: 0.6135 Output:F-statistic: 239.1 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 0.0106284 0.0106284 239.08 < 2.2e-16 *** Output:Residuals 149 0.0066239 0.0000445 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001150149 Output:[1] 0.0008337783 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.222416e-07 -6.740873e-06 Output:regressor -6.740873e-06 3.554535e-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) 0.0074662 0.0010157 7.3504 1.213e-11 *** Output:regressor 0.2915162 0.0226109 12.8927 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | IT | 0.5541 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.012380 -0.004848 -0.001372 0.002858 0.023682 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0063950 0.0007563 8.456 2.36e-14 *** Output:regressor 0.7961315 0.0581532 13.690 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007161 on 149 degrees of freedom Output:Multiple R-squared: 0.5571, Adjusted R-squared: 0.5541 Output:F-statistic: 187.4 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 0.0096113 0.0096113 187.42 < 2.2e-16 *** Output:Residuals 149 0.0076409 0.0000513 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001150149 Output:[1] 0.0001010932 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.719951e-07 -0.0000280334 Output:regressor -2.803340e-05 0.0033817919 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0063950 0.0015471 4.1336 5.938e-05 *** Output:regressor 0.7961315 0.0815375 9.7640 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | ES | 0.5529 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.019069 -0.004783 -0.001076 0.003405 0.037528 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0052950 0.0008115 6.525 9.99e-10 *** Output:regressor 5.7582650 0.4216894 13.655 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.007171 on 149 degrees of freedom Output:Multiple R-squared: 0.5558, Adjusted R-squared: 0.5529 Output:F-statistic: 186.5 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 0.0095895 0.0095895 186.47 < 2.2e-16 *** Output:Residuals 149 0.0076627 0.0000514 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0001150149 Output:[1] 1.928063e-06 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.585082e-07 -0.0002377695 Output:regressor -2.377695e-04 0.1778219363 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0052950 0.0010997 4.8149 3.583e-06 *** Output:regressor 5.7582650 0.5708124 10.0878 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
CH | CH | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.001e-15 5.600e-19 4.180e-18 1.111e-17 5.914e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.228e-17 1.216e-17 5.942e+00 1.91e-08 *** Output:regressor 1.000e+00 3.297e-17 3.033e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 8.308e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 9.202e+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 6.3516 6.3516 9.2018e+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] 0.04234377 Output:[1] 0.04234377 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.479420e-34 -3.333133e-34 Output:regressor -3.333133e-34 1.086744e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.2279e-17 2.2015e-18 3.2832e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 1.4092e-17 7.0961e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | GB | 0.0033 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.34408 -0.14762 -0.04084 0.12485 0.60719 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.28351 0.02527 11.217 <2e-16 *** Output:regressor 0.46200 0.37748 1.224 0.223 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2054 on 149 degrees of freedom Output:Multiple R-squared: 0.009953, Adjusted R-squared: 0.003309 Output:F-statistic: 1.498 on 1 and 149 DF, p-value: 0.2229 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0632 0.063219 1.498 0.2229 Output:Residuals 149 6.2883 0.042204 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04234377 Output:[1] 0.001974557 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006388118 -0.007155396 Output:regressor -0.0071553961 0.142491604 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.283508 0.027868 10.1732 <2e-16 *** Output:regressor 0.462002 0.366340 1.2611 0.2092 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | DE | -0.0030 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.32672 -0.14708 -0.04088 0.12490 0.58563 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.27869 0.04139 6.734 3.35e-10 *** Output:regressor 0.06634 0.08958 0.741 0.46 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2061 on 149 degrees of freedom Output:Multiple R-squared: 0.003667, Adjusted R-squared: -0.00302 Output:F-statistic: 0.5484 on 1 and 149 DF, p-value: 0.4601 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0233 0.023292 0.5484 0.4601 Output:Residuals 149 6.3283 0.042472 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04234377 Output:[1] 0.03528222 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001712841 -0.003389475 Output:regressor -0.003389475 0.008025125 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.278688 0.049235 5.6604 7.521e-08 *** Output:regressor 0.066341 0.091853 0.7223 0.4713 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | IT | -0.0053 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.31753 -0.15629 -0.04387 0.12137 0.58940 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.29161 0.03709 7.863 6.99e-13 *** Output:regressor 0.02921 0.06399 0.456 0.649 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2063 on 149 degrees of freedom Output:Multiple R-squared: 0.001397, Adjusted R-squared: -0.005305 Output:F-statistic: 0.2084 on 1 and 149 DF, p-value: 0.6487 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0089 0.008871 0.2084 0.6487 Output:Residuals 149 6.3427 0.042568 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04234377 Output:[1] 0.06930483 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001375445 -0.002116083 Output:regressor -0.002116083 0.004094801 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.291612 0.029158 10.001 <2e-16 *** Output:regressor 0.029212 0.055854 0.523 0.6018 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | FR | -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:-0.31790 -0.15208 -0.04062 0.11784 0.59464 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.29693 0.02858 10.390 <2e-16 *** Output:regressor 0.02708 0.06406 0.423 0.673 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2063 on 149 degrees of freedom Output:Multiple R-squared: 0.001197, Adjusted R-squared: -0.005506 Output:F-statistic: 0.1786 on 1 and 149 DF, p-value: 0.6732 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0076 0.007605 0.1786 0.6732 Output:Residuals 149 6.3440 0.042577 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04234377 Output:[1] 0.06916476 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008167438 -0.001481445 Output:regressor -0.0014814452 0.004103912 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.296934 0.028711 10.3422 <2e-16 *** Output:regressor 0.027075 0.064225 0.4216 0.6739 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | RO | -0.0067 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.30838 -0.15381 -0.04195 0.12387 0.59427 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.310634 0.055067 5.641 8.25e-08 *** Output:regressor -0.007348 0.098164 -0.075 0.94 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2065 on 149 degrees of freedom Output:Multiple R-squared: 3.76e-05, Adjusted R-squared: -0.006674 Output:F-statistic: 0.005603 on 1 and 149 DF, p-value: 0.9404 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0002 0.000239 0.0056 0.9404 Output:Residuals 149 6.3513 0.042626 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04234377 Output:[1] 0.0294904 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003032324 -0.005147803 Output:regressor -0.005147803 0.009636212 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.3106335 0.0620904 5.0029 1.57e-06 *** Output:regressor -0.0073481 0.1103854 -0.0666 0.947 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | ES | -0.0067 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.30706 -0.15375 -0.04077 0.12372 0.59293 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.30508 0.04747 6.427 1.66e-09 *** Output:regressor 0.00279 0.07628 0.037 0.971 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2065 on 149 degrees of freedom Output:Multiple R-squared: 8.977e-06, Adjusted R-squared: -0.006702 Output:F-statistic: 0.001338 on 1 and 149 DF, p-value: 0.9709 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0001 0.000057 0.0013 0.9709 Output:Residuals 149 6.3515 0.042628 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04234377 Output:[1] 0.04883715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002253670 -0.003386947 Output:regressor -0.003386947 0.005819010 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.3050843 0.0489297 6.2352 4.416e-09 *** Output:regressor 0.0027898 0.0733297 0.0380 0.9697 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
DE | DE | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.444e-16 -1.530e-17 -1.065e-17 -6.070e-18 1.826e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.891e-16 3.032e-17 -9.535e+00 <2e-16 *** Output:regressor 1.000e+00 6.563e-17 1.524e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.51e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.322e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 5.2923 5.2923 2.3216e+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] 0.03528222 Output:[1] 0.03528222 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.193378e-34 -1.819242e-33 Output:regressor -1.819242e-33 4.307347e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.8912e-16 6.9230e-18 -4.1762e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 1.9967e-17 5.0083e+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 | 0.0731 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.38328 -0.11246 -0.00378 0.11377 0.50201 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.25779 0.04823 5.345 3.33e-07 *** Output:regressor 0.30805 0.08598 3.583 0.00046 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1808 on 149 degrees of freedom Output:Multiple R-squared: 0.07932, Adjusted R-squared: 0.07314 Output:F-statistic: 12.84 on 1 and 149 DF, p-value: 0.0004597 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.4198 0.41977 12.836 0.0004597 *** Output:Residuals 149 4.8726 0.03270 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03528222 Output:[1] 0.0294904 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002326316 -0.003949253 Output:regressor -0.003949253 0.007392636 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.257794 0.063642 4.0507 8.189e-05 *** Output:regressor 0.308049 0.089990 3.4232 0.0007995 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | IT | 0.0279 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.42624 -0.10752 -0.00431 0.10826 0.41513 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.49075 0.03329 14.742 <2e-16 *** Output:regressor -0.13235 0.05744 -2.304 0.0226 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1852 on 149 degrees of freedom Output:Multiple R-squared: 0.03441, Adjusted R-squared: 0.02793 Output:F-statistic: 5.309 on 1 and 149 DF, p-value: 0.02259 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1821 0.182094 5.3093 0.02259 * Output:Residuals 149 5.1102 0.034297 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03528222 Output:[1] 0.06930483 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001108180 -0.001704904 Output:regressor -0.001704904 0.003299135 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.490752 0.081701 6.0067 1.388e-08 *** Output:regressor -0.132349 0.117131 -1.1299 0.2603 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | CH | -0.0030 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.42035 -0.12066 -0.00023 0.11292 0.44313 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.40540 0.02754 14.720 <2e-16 *** Output:regressor 0.05528 0.07464 0.741 0.46 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1881 on 149 degrees of freedom Output:Multiple R-squared: 0.003667, Adjusted R-squared: -0.00302 Output:F-statistic: 0.5484 on 1 and 149 DF, p-value: 0.4601 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0194 0.019408 0.5484 0.4601 Output:Residuals 149 5.2729 0.035389 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03528222 Output:[1] 0.04234377 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0007584878 -0.001708873 Output:regressor -0.0017088729 0.005571659 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.405404 0.037561 10.7932 <2e-16 *** Output:regressor 0.055278 0.086415 0.6397 0.5234 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | FR | -0.0037 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.42414 -0.11653 0.00404 0.11080 0.42096 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.43648 0.02606 16.75 <2e-16 *** Output:regressor -0.03913 0.05842 -0.67 0.504 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1882 on 149 degrees of freedom Output:Multiple R-squared: 0.003001, Adjusted R-squared: -0.00369 Output:F-statistic: 0.4485 on 1 and 149 DF, p-value: 0.5041 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0159 0.015883 0.4485 0.5041 Output:Residuals 149 5.2764 0.035412 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03528222 Output:[1] 0.06916476 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006793087 -0.001232159 Output:regressor -0.0012321594 0.003413338 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.436482 0.048254 9.0455 7.466e-16 *** Output:regressor -0.039128 0.071936 -0.5439 0.5873 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | ES | -0.0058 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.4110 -0.1234 0.0038 0.1121 0.4224 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.40783 0.04332 9.415 <2e-16 *** Output:regressor 0.02496 0.06960 0.359 0.72 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1884 on 149 degrees of freedom Output:Multiple R-squared: 0.000862, Adjusted R-squared: -0.005844 Output:F-statistic: 0.1286 on 1 and 149 DF, p-value: 0.7204 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0046 0.004562 0.1286 0.7204 Output:Residuals 149 5.2878 0.035488 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03528222 Output:[1] 0.04883715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001876229 -0.002819708 Output:regressor -0.002819708 0.004844453 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.407833 0.048800 8.3573 4.16e-14 *** Output:regressor 0.024955 0.074279 0.3360 0.7374 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | GB | -0.0067 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.4158 -0.1172 0.0011 0.1090 0.4305 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.422574 0.023187 18.225 <2e-16 *** Output:regressor -0.004301 0.346298 -0.012 0.99 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1885 on 149 degrees of freedom Output:Multiple R-squared: 1.035e-06, Adjusted R-squared: -0.00671 Output:F-statistic: 0.0001543 on 1 and 149 DF, p-value: 0.9901 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0000 0.000005 2e-04 0.9901 Output:Residuals 149 5.2923 0.035519 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.03528222 Output:[1] 0.001974557 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0005376295 -0.006022044 Output:regressor -0.0060220436 0.119922173 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.4225739 0.0360165 11.7328 <2e-16 *** Output:regressor -0.0043009 0.5967828 -0.0072 0.9943 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
ES | ES | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.804e-16 -3.122e-17 -1.532e-17 1.220e-18 2.335e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 4.337e-16 4.478e-17 9.684e+00 <2e-16 *** Output:regressor 1.000e+00 7.196e-17 1.390e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.948e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.931e+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 7.3256 7.3256 1.9311e+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] 0.04883715 Output:[1] 0.04883715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.005522e-33 -3.014016e-33 Output:regressor -3.014016e-33 5.178289e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 4.3367e-16 6.9028e-17 6.2825e+00 3.472e-09 *** Output:regressor 1.0000e+00 9.7602e-17 1.0246e+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 | 0.1393 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.49787 -0.13231 -0.01701 0.14333 0.53347 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.46653 0.02840 16.429 < 2e-16 *** Output:regressor 0.32001 0.06365 5.028 1.41e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.205 on 149 degrees of freedom Output:Multiple R-squared: 0.145, Adjusted R-squared: 0.1393 Output:F-statistic: 25.28 on 1 and 149 DF, p-value: 1.408e-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 1.0625 1.06245 25.276 1.408e-06 *** Output:Residuals 149 6.2631 0.04203 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04883715 Output:[1] 0.06916476 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0008063361 -0.001462567 Output:regressor -0.0014625672 0.004051616 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.466529 0.037228 12.5316 < 2.2e-16 *** Output:regressor 0.320012 0.078364 4.0837 7.21e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | GB | 0.0909 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.50900 -0.14643 -0.01538 0.17742 0.41719 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.50427 0.02592 19.45 < 2e-16 *** Output:regressor 1.54884 0.38716 4.00 9.92e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2107 on 149 degrees of freedom Output:Multiple R-squared: 0.09699, Adjusted R-squared: 0.09093 Output:F-statistic: 16 on 1 and 149 DF, p-value: 9.925e-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 0.7105 0.71052 16.004 9.925e-05 *** Output:Residuals 149 6.6151 0.04440 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04883715 Output:[1] 0.001974557 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006720008 -0.00752715 Output:regressor -0.0075271505 0.14989467 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.504272 0.029558 17.0602 < 2.2e-16 *** Output:regressor 1.548842 0.543548 2.8495 0.004999 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | RO | 0.0158 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.50278 -0.15947 -0.03513 0.16729 0.43448 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.47927 0.05847 8.196 1.05e-13 *** Output:regressor 0.19239 0.10424 1.846 0.0669 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2192 on 149 degrees of freedom Output:Multiple R-squared: 0.02235, Adjusted R-squared: 0.01579 Output:F-statistic: 3.406 on 1 and 149 DF, p-value: 0.06693 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1637 0.163730 3.4063 0.06693 . Output:Residuals 149 7.1618 0.048066 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04883715 Output:[1] 0.0294904 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003419290 -0.005804733 Output:regressor -0.005804733 0.010865923 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.479272 0.053666 8.9306 1.47e-15 *** Output:regressor 0.192388 0.099506 1.9334 0.05508 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | DE | -0.0058 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.46592 -0.16915 -0.02592 0.18625 0.42586 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.56746 0.04451 12.749 <2e-16 *** Output:regressor 0.03454 0.09634 0.359 0.72 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2216 on 149 degrees of freedom Output:Multiple R-squared: 0.000862, Adjusted R-squared: -0.005844 Output:F-statistic: 0.1286 on 1 and 149 DF, p-value: 0.7204 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0063 0.006315 0.1286 0.7204 Output:Residuals 149 7.3193 0.049123 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04883715 Output:[1] 0.03528222 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001981065 -0.003920255 Output:regressor -0.003920255 0.009281830 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.567459 0.048377 11.7299 <2e-16 *** Output:regressor 0.034543 0.105778 0.3266 0.7445 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 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:-0.47026 -0.17336 -0.02561 0.18414 0.42958 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.57042 0.03984 14.317 <2e-16 *** Output:regressor 0.02251 0.06875 0.327 0.744 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2217 on 149 degrees of freedom Output:Multiple R-squared: 0.0007189, Adjusted R-squared: -0.005988 Output:F-statistic: 0.1072 on 1 and 149 DF, p-value: 0.7438 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0053 0.005266 0.1072 0.7438 Output:Residuals 149 7.3203 0.049130 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04883715 Output:[1] 0.06930483 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001587444 -0.002442238 Output:regressor -0.002442238 0.004725940 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.570417 0.042669 13.369 <2e-16 *** Output:regressor 0.022508 0.063411 0.355 0.7231 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | CH | -0.0067 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.46670 -0.17360 -0.02889 0.18561 0.41847 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.581062 0.032461 17.900 <2e-16 *** Output:regressor 0.003218 0.087980 0.037 0.971 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2217 on 149 degrees of freedom Output:Multiple R-squared: 8.977e-06, Adjusted R-squared: -0.006702 Output:F-statistic: 0.001338 on 1 and 149 DF, p-value: 0.9709 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0001 0.000066 0.0013 0.9709 Output:Residuals 149 7.3255 0.049164 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.04883715 Output:[1] 0.04234377 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001053743 -0.002374083 Output:regressor -0.002374083 0.007740528 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.5810618 0.0321808 18.0562 <2e-16 *** Output:regressor 0.0032176 0.0845426 0.0381 0.9697 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:-1.656e-15 -2.600e-19 1.118e-17 2.051e-17 1.580e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.168e-16 1.912e-17 -1.134e+01 <2e-16 *** Output:regressor 1.000e+00 4.286e-17 2.333e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.38e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 5.444e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 10.375 10.375 5.4442e+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] 0.06916476 Output:[1] 0.06916476 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.655588e-34 -6.630664e-34 Output:regressor -6.630664e-34 1.836832e-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 2.8449e-17 -7.6220e+00 2.7e-12 *** Output:regressor 1.0000e+00 5.0272e-17 1.9892e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | ES | 0.1393 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.55040 -0.15357 -0.06569 0.14263 0.68235 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.09719 0.05610 1.732 0.0853 . Output:regressor 0.45321 0.09015 5.028 1.41e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.244 on 149 degrees of freedom Output:Multiple R-squared: 0.145, Adjusted R-squared: 0.1393 Output:F-statistic: 25.28 on 1 and 149 DF, p-value: 1.408e-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 1.5047 1.50468 25.276 1.408e-06 *** Output:Residuals 149 8.8700 0.05953 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06916476 Output:[1] 0.04883715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003147304 -0.004729953 Output:regressor -0.004729953 0.008126387 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.097192 0.075332 1.2902 0.1989839 Output:regressor 0.453212 0.132949 3.4089 0.0008391 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | GB | 0.0741 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.47882 -0.19396 -0.04464 0.12354 0.68553 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.27678 0.03113 8.890 1.87e-15 *** Output:regressor 1.67686 0.46499 3.606 0.000423 *** 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: 0.08027, Adjusted R-squared: 0.0741 Output:F-statistic: 13 on 1 and 149 DF, p-value: 0.0004232 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.8328 0.83282 13.005 0.0004232 *** Output:Residuals 149 9.5419 0.06404 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06916476 Output:[1] 0.001974557 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0009693282 -0.01085755 Output:regressor -0.0108575451 0.21621571 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.276778 0.033449 8.2746 6.695e-14 *** Output:regressor 1.676857 0.487994 3.4362 0.0007646 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | RO | 0.0464 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.37164 -0.20451 -0.06885 0.14283 0.65838 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.1731 0.0685 2.527 0.01254 * Output:regressor 0.3517 0.1221 2.880 0.00456 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2568 on 149 degrees of freedom Output:Multiple R-squared: 0.05273, Adjusted R-squared: 0.04637 Output:F-statistic: 8.294 on 1 and 149 DF, p-value: 0.004565 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.5470 0.54704 8.2939 0.004565 ** Output:Residuals 149 9.8277 0.06596 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06916476 Output:[1] 0.0294904 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004692040 -0.007965408 Output:regressor -0.007965408 0.014910508 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.173121 0.066039 2.6215 0.0096629 ** Output:regressor 0.351662 0.103033 3.4131 0.0008273 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | IT | 0.0436 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.37016 -0.18846 -0.09049 0.13931 0.68597 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.24562 0.04623 5.313 3.86e-07 *** Output:regressor 0.22324 0.07977 2.799 0.00581 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2572 on 149 degrees of freedom Output:Multiple R-squared: 0.04994, Adjusted R-squared: 0.04356 Output:F-statistic: 7.832 on 1 and 149 DF, p-value: 0.005812 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.5181 0.51809 7.8319 0.005812 ** Output:Residuals 149 9.8566 0.06615 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06916476 Output:[1] 0.06930483 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002137457 -0.003288417 Output:regressor -0.003288417 0.006363367 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.245618 0.056469 4.3496 2.517e-05 *** Output:regressor 0.223243 0.086812 2.5716 0.0111 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | DE | -0.0037 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.38163 -0.21688 -0.06223 0.14469 0.65986 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.39338 0.05291 7.435 7.63e-12 *** Output:regressor -0.07670 0.11453 -0.670 0.504 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2635 on 149 degrees of freedom Output:Multiple R-squared: 0.003001, Adjusted R-squared: -0.00369 Output:F-statistic: 0.4485 on 1 and 149 DF, p-value: 0.5041 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0311 0.031137 0.4485 0.5041 Output:Residuals 149 10.3436 0.069420 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06916476 Output:[1] 0.03528222 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002799643 -0.005540106 Output:regressor -0.005540106 0.013117086 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.393380 0.062711 6.2729 3.646e-09 *** Output:regressor -0.076703 0.135760 -0.5650 0.5729 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | CH | -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:-0.36882 -0.21152 -0.06445 0.14657 0.64079 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.34742 0.03861 8.999 9.84e-16 *** Output:regressor 0.04423 0.10464 0.423 0.673 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2637 on 149 degrees of freedom Output:Multiple R-squared: 0.001197, Adjusted R-squared: -0.005506 Output:F-statistic: 0.1786 on 1 and 149 DF, p-value: 0.6732 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0124 0.012423 0.1786 0.6732 Output:Residuals 149 10.3623 0.069546 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06916476 Output:[1] 0.04234377 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001490572 -0.003358258 Output:regressor -0.003358258 0.010949361 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.347419 0.044126 7.8733 6.59e-13 *** Output:regressor 0.044225 0.106149 0.4166 0.6775 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:-3.729e-17 -4.070e-18 -2.740e-18 -1.510e-18 4.691e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.614e-17 4.763e-18 -7.588e+00 3.27e-12 *** Output:regressor 1.000e+00 7.114e-17 1.406e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.871e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.976e+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 0.29618 0.29618 1.9761e+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] 0.001974557 Output:[1] 0.001974557 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.268637e-35 -2.541124e-34 Output:regressor -2.541124e-34 5.060360e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.6139e-17 2.1394e-18 -1.6893e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 1.2957e-17 7.7178e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | ES | 0.0909 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.068646 -0.030707 -0.006287 0.022077 0.223105 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.013767 0.009742 1.413 0.16 Output:regressor 0.062622 0.015654 4.000 9.92e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.04237 on 149 degrees of freedom Output:Multiple R-squared: 0.09699, Adjusted R-squared: 0.09093 Output:F-statistic: 16 on 1 and 149 DF, p-value: 9.925e-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 0.028727 0.028727 16.004 9.925e-05 *** Output:Residuals 149 0.267456 0.001795 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001974557 Output:[1] 0.04883715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.489998e-05 -0.0001426212 Output:regressor -1.426212e-04 0.0002450332 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.013767 0.010713 1.2851 0.2007393 Output:regressor 0.062622 0.016883 3.7092 0.0002928 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | FR | 0.0741 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.062163 -0.029351 -0.008349 0.023578 0.219837 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.032935 0.005922 5.561 1.21e-07 *** Output:regressor 0.047872 0.013275 3.606 0.000423 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.04276 on 149 degrees of freedom Output:Multiple R-squared: 0.08027, Adjusted R-squared: 0.0741 Output:F-statistic: 13 on 1 and 149 DF, p-value: 0.0004232 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.023776 0.0237760 13.005 0.0004232 *** Output:Residuals 149 0.272408 0.0018282 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001974557 Output:[1] 0.06916476 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 3.507071e-05 -6.361277e-05 Output:regressor -6.361277e-05 1.762206e-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) 0.0329353 0.0060163 5.4744 1.819e-07 *** Output:regressor 0.0478719 0.0110443 4.3345 2.675e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | CH | 0.0033 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.05546 -0.03232 -0.01150 0.01920 0.21865 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.043609 0.006495 6.715 3.71e-10 *** Output:regressor 0.021544 0.017603 1.224 0.223 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.04436 on 149 degrees of freedom Output:Multiple R-squared: 0.009953, Adjusted R-squared: 0.003309 Output:F-statistic: 1.498 on 1 and 149 DF, p-value: 0.2229 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.002948 0.002948 1.498 0.2229 Output:Residuals 149 0.293236 0.001968 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001974557 Output:[1] 0.04234377 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.218069e-05 -9.503308e-05 Output:regressor -9.503308e-05 3.098486e-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) 0.0436086 0.0073113 5.9645 1.711e-08 *** Output:regressor 0.0215439 0.0165063 1.3052 0.1938 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | IT | -0.0062 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.05137 -0.03357 -0.01087 0.02422 0.22042 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.048258 0.008012 6.023 1.28e-08 *** Output:regressor 0.003789 0.013825 0.274 0.784 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.04457 on 149 degrees of freedom Output:Multiple R-squared: 0.0005038, Adjusted R-squared: -0.006204 Output:F-statistic: 0.0751 on 1 and 149 DF, p-value: 0.7844 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.000149 0.00014921 0.0751 0.7844 Output:Residuals 149 0.296034 0.00198681 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001974557 Output:[1] 0.06930483 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.419650e-05 -9.876451e-05 Output:regressor -9.876451e-05 1.911178e-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) 0.0482584 0.0108162 4.4617 1.593e-05 *** Output:regressor 0.0037886 0.0160525 0.2360 0.8137 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | RO | -0.0064 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.052263 -0.033820 -0.009602 0.024963 0.220477 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.047868 0.011890 4.026 9e-05 *** Output:regressor 0.004395 0.021195 0.207 0.836 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.04458 on 149 degrees of freedom Output:Multiple R-squared: 0.0002885, Adjusted R-squared: -0.006421 Output:F-statistic: 0.04299 on 1 and 149 DF, p-value: 0.836 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.000085 0.00008544 0.043 0.836 Output:Residuals 149 0.296098 0.00198724 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001974557 Output:[1] 0.0294904 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0001413666 -0.000239990 Output:regressor -0.0002399900 0.000449239 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0478685 0.0121289 3.9467 0.0001217 *** Output:regressor 0.0043948 0.0213269 0.2061 0.8370176 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | DE | -0.0067 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.050228 -0.034050 -0.009889 0.024317 0.220194 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0503179 0.0089536 5.620 9.13e-08 *** Output:regressor -0.0002407 0.0193804 -0.012 0.99 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.04458 on 149 degrees of freedom Output:Multiple R-squared: 1.035e-06, Adjusted R-squared: -0.00671 Output:F-statistic: 0.0001543 on 1 and 149 DF, p-value: 0.9901 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00000 0.00000031 2e-04 0.9901 Output:Residuals 149 0.29618 0.00198781 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.001974557 Output:[1] 0.03528222 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.016638e-05 -0.0001586382 Output:regressor -1.586382e-04 0.0003756013 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0503179 0.0162859 3.0897 0.002391 ** Output:regressor -0.0002407 0.0348900 -0.0069 0.994505 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
IT | IT | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.001e-16 -6.239e-18 -1.552e-18 3.819e-18 6.100e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 3.452e-18 0.000e+00 1 Output:regressor 1.000e+00 5.956e-18 1.679e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.92e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.819e+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 10.396 10.396 2.8189e+34 < 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] 0.06930483 Output:[1] 0.06930483 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.191604e-35 -1.833250e-35 Output:regressor -1.833250e-35 3.547495e-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 9.0445e-18 0.0000e+00 1 Output:regressor 1.0000e+00 1.4418e-17 6.9358e+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] "-------------------------------------------------------------------------------------------" | |
IT | FR | 0.0436 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.64429 -0.15778 0.05251 0.17790 0.52068 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.43602 0.03566 12.228 < 2e-16 *** Output:regressor 0.22369 0.07993 2.799 0.00581 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2575 on 149 degrees of freedom Output:Multiple R-squared: 0.04994, Adjusted R-squared: 0.04356 Output:F-statistic: 7.832 on 1 and 149 DF, p-value: 0.005812 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.5191 0.51914 7.8319 0.005812 ** Output:Residuals 149 9.8766 0.06629 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06930483 Output:[1] 0.06916476 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001271546 -0.002306385 Output:regressor -0.002306385 0.006389167 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.436023 0.061607 7.0775 5.361e-11 *** Output:regressor 0.223695 0.103271 2.1661 0.03189 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | DE | 0.0279 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.60980 -0.17082 0.02267 0.18936 0.52997 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.62657 0.05212 12.021 <2e-16 *** Output:regressor -0.25997 0.11283 -2.304 0.0226 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2596 on 149 degrees of freedom Output:Multiple R-squared: 0.03441, Adjusted R-squared: 0.02793 Output:F-statistic: 5.309 on 1 and 149 DF, p-value: 0.02259 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.3577 0.35769 5.3093 0.02259 * Output:Residuals 149 10.0380 0.06737 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06930483 Output:[1] 0.03528222 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002716944 -0.005376456 Output:regressor -0.005376456 0.012729619 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.626575 0.080339 7.7991 1.001e-12 *** Output:regressor -0.259973 0.198359 -1.3106 0.192 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | RO | 0.0194 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.55403 -0.14600 0.02413 0.17699 0.51502 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.38476 0.06953 5.534 1.37e-07 *** Output:regressor 0.24711 0.12395 1.994 0.048 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2607 on 149 degrees of freedom Output:Multiple R-squared: 0.02598, Adjusted R-squared: 0.01945 Output:F-statistic: 3.975 on 1 and 149 DF, p-value: 0.04801 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.2701 0.270126 3.975 0.04801 * Output:Residuals 149 10.1256 0.067957 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06930483 Output:[1] 0.0294904 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004834281 -0.008206881 Output:regressor -0.008206881 0.015362524 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.384761 0.093568 4.1121 6.457e-05 *** Output:regressor 0.247114 0.137931 1.7916 0.07523 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | CH | -0.0053 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.5408 -0.1481 0.0334 0.1887 0.4974 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.50211 0.03864 12.993 <2e-16 *** Output:regressor 0.04781 0.10473 0.456 0.649 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.264 on 149 degrees of freedom Output:Multiple R-squared: 0.001397, Adjusted R-squared: -0.005305 Output:F-statistic: 0.2084 on 1 and 149 DF, p-value: 0.6487 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0145 0.014519 0.2084 0.6487 Output:Residuals 149 10.3812 0.069673 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06930483 Output:[1] 0.04234377 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001493292 -0.003364387 Output:regressor -0.003364387 0.010969345 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.502109 0.037959 13.2276 <2e-16 *** Output:regressor 0.047811 0.089612 0.5335 0.5945 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:-0.53012 -0.15282 0.02874 0.19158 0.48430 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.49818 0.06071 8.206 9.95e-14 *** Output:regressor 0.03194 0.09756 0.327 0.744 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.264 on 149 degrees of freedom Output:Multiple R-squared: 0.0007189, Adjusted R-squared: -0.005988 Output:F-statistic: 0.1072 on 1 and 149 DF, p-value: 0.7438 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0075 0.007474 0.1072 0.7438 Output:Residuals 149 10.3883 0.069720 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06930483 Output:[1] 0.04883715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003686004 -0.005539542 Output:regressor -0.005539542 0.009517319 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.498182 0.075928 6.5613 8.277e-10 *** Output:regressor 0.031941 0.108408 0.2946 0.7687 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | GB | -0.0062 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.53669 -0.15509 0.02982 0.19255 0.48886 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.51010 0.03249 15.701 <2e-16 *** Output:regressor 0.13297 0.48523 0.274 0.784 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2641 on 149 degrees of freedom Output:Multiple R-squared: 0.0005038, Adjusted R-squared: -0.006204 Output:F-statistic: 0.0751 on 1 and 149 DF, p-value: 0.7844 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0052 0.005237 0.0751 0.7844 Output:Residuals 149 10.3905 0.069735 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.06930483 Output:[1] 0.001974557 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001055534 -0.01182315 Output:regressor -0.011823148 0.23544459 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.51010 0.03801 13.4199 <2e-16 *** Output:regressor 0.13298 0.60820 0.2186 0.8272 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
RO | RO | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.184e-15 4.890e-18 1.258e-17 2.385e-17 1.701e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -5.782e-16 4.833e-17 -1.196e+01 <2e-16 *** Output:regressor 1.000e+00 8.615e-17 1.161e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.812e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.347e+32 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 4.4236 4.4236 1.3474e+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] 0.0294904 Output:[1] 0.0294904 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.335420e-33 -3.964708e-33 Output:regressor -3.964708e-33 7.421568e-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 5.5237e-17 -1.0468e+01 < 2.2e-16 *** Output:regressor 1.0000e+00 8.2652e-17 1.2099e+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 | 0.0731 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.43889 -0.09525 -0.00950 0.08915 0.41393 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.42547 0.03320 12.815 < 2e-16 *** Output:regressor 0.25748 0.07187 3.583 0.00046 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1653 on 149 degrees of freedom Output:Multiple R-squared: 0.07932, Adjusted R-squared: 0.07314 Output:F-statistic: 12.84 on 1 and 149 DF, p-value: 0.0004597 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.3509 0.35086 12.836 0.0004597 *** Output:Residuals 149 4.0727 0.02733 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0294904 Output:[1] 0.03528222 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001102336 -0.002181371 Output:regressor -0.002181371 0.005164744 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.425465 0.029703 14.3242 < 2.2e-16 *** Output:regressor 0.257481 0.076635 3.3598 0.0009906 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | FR | 0.0464 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.40775 -0.11163 -0.00425 0.11090 0.46761 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.48009 0.02323 20.67 < 2e-16 *** Output:regressor 0.14994 0.05206 2.88 0.00456 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1677 on 149 degrees of freedom Output:Multiple R-squared: 0.05273, Adjusted R-squared: 0.04637 Output:F-statistic: 8.294 on 1 and 149 DF, p-value: 0.004565 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.2332 0.233248 8.2939 0.004565 ** Output:Residuals 149 4.1903 0.028123 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0294904 Output:[1] 0.06916476 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0005394754 -0.0009785238 Output:regressor -0.0009785238 0.0027107149 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.480088 0.024718 19.4224 < 2.2e-16 *** Output:regressor 0.149941 0.049419 3.0341 0.002847 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | IT | 0.0194 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.41780 -0.09693 -0.00367 0.10319 0.45002 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.47988 0.03057 15.699 <2e-16 *** Output:regressor 0.10515 0.05274 1.994 0.048 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.17 on 149 degrees of freedom Output:Multiple R-squared: 0.02598, Adjusted R-squared: 0.01945 Output:F-statistic: 3.975 on 1 and 149 DF, p-value: 0.04801 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1149 0.114943 3.975 0.04801 * Output:Residuals 149 4.3086 0.028917 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0294904 Output:[1] 0.06930483 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0009343446 -0.001437463 Output:regressor -0.0014374629 0.002781613 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.479875 0.035433 13.5432 <2e-16 *** Output:regressor 0.105151 0.058420 1.7999 0.0739 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | ES | 0.0158 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.42031 -0.10992 -0.00538 0.11002 0.46499 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.46660 0.03917 11.911 <2e-16 *** Output:regressor 0.11617 0.06295 1.846 0.0669 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1704 on 149 degrees of freedom Output:Multiple R-squared: 0.02235, Adjusted R-squared: 0.01579 Output:F-statistic: 3.406 on 1 and 149 DF, p-value: 0.06693 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0989 0.098868 3.4063 0.06693 . Output:Residuals 149 4.3247 0.029025 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0294904 Output:[1] 0.04883715 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001534505 -0.002306145 Output:regressor -0.002306145 0.003962117 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.466596 0.042382 11.0093 < 2e-16 *** Output:regressor 0.116174 0.057618 2.0163 0.04557 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | GB | -0.0064 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.42378 -0.10180 0.00566 0.10000 0.46908 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.53092 0.02120 25.049 <2e-16 *** Output:regressor 0.06564 0.31656 0.207 0.836 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1723 on 149 degrees of freedom Output:Multiple R-squared: 0.0002885, Adjusted R-squared: -0.006421 Output:F-statistic: 0.04299 on 1 and 149 DF, p-value: 0.836 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0013 0.0012761 0.043 0.836 Output:Residuals 149 4.4223 0.0296798 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0294904 Output:[1] 0.001974557 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0004492447 -0.005032036 Output:regressor -0.0050320364 0.100207302 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.530918 0.027290 19.4545 <2e-16 *** Output:regressor 0.065638 0.312223 0.2102 0.8338 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | CH | -0.0067 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.4277 -0.1046 0.0058 0.1013 0.4649 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.535784 0.025225 21.240 <2e-16 *** Output:regressor -0.005118 0.068367 -0.075 0.94 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1723 on 149 degrees of freedom Output:Multiple R-squared: 3.76e-05, Adjusted R-squared: -0.006674 Output:F-statistic: 0.005603 on 1 and 149 DF, p-value: 0.9404 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0002 0.0001663 0.0056 0.9404 Output:Residuals 149 4.4234 0.0296872 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.0294904 Output:[1] 0.04234377 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0006362863 -0.001433553 Output:regressor -0.0014335529 0.004673997 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.5357840 0.0307309 17.4347 <2e-16 *** Output:regressor -0.0051176 0.0814600 -0.0628 0.95 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:-2.672e-16 -2.838e-17 -1.262e-17 1.066e-17 2.000e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 1.554e-17 0.000e+00 1 Output:regressor 1.000e+00 1.394e-17 7.172e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.712e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 5.143e+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 1 150.78 150.78 5.1432e+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] 1.0052 Output:[1] 1.0052 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.415424e-34 9.599565e-35 Output:regressor 9.599565e-35 1.944300e-34 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.0000e+00 1.7257e-17 0.000e+00 1 Output:regressor 1.0000e+00 9.2676e-18 1.079e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 OutputError:Warning message: : Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | GB | 0.6448 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.16578 -0.47005 -0.06771 0.40955 1.31243 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.53699 0.07907 6.792 2.47e-10 *** Output:regressor 1.92798 0.11662 16.532 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5975 on 149 degrees of freedom Output:Multiple R-squared: 0.6472, Adjusted R-squared: 0.6448 Output:F-statistic: 273.3 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 97.583 97.583 273.32 < 2.2e-16 *** Output:Residuals 149 53.197 0.357 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.0052 Output:[1] 0.1750159 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.006251412 0.007270657 Output:regressor 0.007270657 0.013599868 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.53699 0.31327 1.7142 0.08858 . Output:regressor 1.92798 0.44744 4.3089 2.966e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | RO | 0.3624 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.3716 -0.4023 0.1708 0.6669 1.2596 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.73217 0.07003 -10.456 <2e-16 *** Output:regressor -0.49378 0.05317 -9.287 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8006 on 149 degrees of freedom Output:Multiple R-squared: 0.3666, Adjusted R-squared: 0.3624 Output:F-statistic: 86.25 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 55.281 55.281 86.251 < 2.2e-16 *** Output:Residuals 149 95.499 0.641 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.0052 Output:[1] 1.511528 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.004903768 0.001365080 Output:regressor 0.001365080 0.002826856 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.73217 0.48743 -1.5021 0.135183 Output:regressor -0.49378 0.15128 -3.2640 0.001363 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | ES | 0.2036 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.4929 -0.7168 -0.0267 0.6027 1.8092 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.21140 0.13394 1.578 0.117 Output:regressor 0.17592 0.02805 6.273 3.65e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8947 on 149 degrees of freedom Output:Multiple R-squared: 0.2089, Adjusted R-squared: 0.2036 Output:F-statistic: 39.34 on 1 and 149 DF, p-value: 3.654e-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 31.497 31.4973 39.344 3.654e-09 *** Output:Residuals 149 119.283 0.8006 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.0052 Output:[1] 6.785171 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.017938990 0.0031528015 Output:regressor 0.003152802 0.0007865726 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.21140 0.25940 0.815 0.4164 Output:regressor 0.17592 0.20994 0.838 0.4034 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | IT | 0.0962 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.1887 -0.9202 0.2851 0.7778 1.4773 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.59722 0.08154 -7.325 1.4e-11 *** Output:regressor -0.22257 0.05404 -4.118 6.3e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9532 on 149 degrees of freedom Output:Multiple R-squared: 0.1022, Adjusted R-squared: 0.09618 Output:F-statistic: 16.96 on 1 and 149 DF, p-value: 6.299e-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 15.41 15.4102 16.962 6.299e-05 *** Output:Residuals 149 135.37 0.9085 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.0052 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.006648126 0.001357967 Output:regressor 0.001357967 0.002920496 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.59722 0.78823 -0.7577 0.4498 Output:regressor -0.22257 0.32715 -0.6803 0.4973 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | DE | 0.0540 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.9933 -0.9128 0.0374 0.7716 1.7987 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.14536 0.22139 0.657 0.51248 Output:regressor -0.15692 0.05075 -3.092 0.00237 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9752 on 149 degrees of freedom Output:Multiple R-squared: 0.0603, Adjusted R-squared: 0.05399 Output:F-statistic: 9.561 on 1 and 149 DF, p-value: 0.002373 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 9.092 9.0922 9.5614 0.002373 ** Output:Residuals 149 141.688 0.9509 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.0052 Output:[1] 2.461678 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04901380 -0.010488382 Output:regressor -0.01048838 0.002575275 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.14536 0.49629 0.2929 0.7700 Output:regressor -0.15692 0.27591 -0.5687 0.5704 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | FR | -0.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.8687 -0.9926 0.2937 0.7711 1.7921 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.36727 0.15054 -2.44 0.0159 * Output:regressor 0.02284 0.02285 1.00 0.3191 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.003 on 149 degrees of freedom Output:Multiple R-squared: 0.006661, Adjusted R-squared: -5.377e-06 Output:F-statistic: 0.9992 on 1 and 149 DF, p-value: 0.3191 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 1.004 1.0044 0.9992 0.3191 Output:Residuals 149 149.776 1.0052 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.0052 Output:[1] 12.83505 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.022662400 0.0028907883 Output:regressor 0.002890788 0.0005221144 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.367267 0.663394 -0.5536 0.5807 Output:regressor 0.022841 0.226234 0.1010 0.9197 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:-9.732e-16 -8.670e-17 -4.030e-17 3.080e-17 7.648e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.156e-15 1.475e-16 7.839e+00 7.98e-13 *** Output:regressor 1.000e+00 3.381e-17 2.957e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 6.498e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 8.746e+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 1 369.25 369.25 8.7458e+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] 2.461678 Output:[1] 2.461678 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.176194e-32 -4.656801e-33 Output:regressor -4.656801e-33 1.143412e-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) 1.1565e-15 3.7536e-16 3.0810e+00 0.002458 ** Output:regressor 1.0000e+00 7.9942e-17 1.2509e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | ES | 0.4258 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.6197 -0.9738 0.2360 1.0988 1.7880 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.49019 0.17797 13.99 <2e-16 *** Output:regressor -0.39482 0.03727 -10.60 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.189 on 149 degrees of freedom Output:Multiple R-squared: 0.4297, Adjusted R-squared: 0.4258 Output:F-statistic: 112.2 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 1 158.65 158.650 112.24 < 2.2e-16 *** Output:Residuals 149 210.60 1.413 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.461678 Output:[1] 6.785171 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.03167248 0.005566480 Output:regressor 0.00556648 0.001388746 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.49019 4.39854 0.5661 0.5722 Output:regressor -0.39482 0.81618 -0.4837 0.6293 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | FR | 0.3764 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.72585 -0.89385 -0.02596 0.73722 2.61529 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.57683 0.18603 13.852 <2e-16 *** Output:regressor -0.27018 0.02824 -9.568 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.239 on 149 degrees of freedom Output:Multiple R-squared: 0.3806, Adjusted R-squared: 0.3764 Output:F-statistic: 91.55 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 1 140.54 140.536 91.555 < 2.2e-16 *** Output:Residuals 149 228.72 1.535 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.461678 Output:[1] 12.83505 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.034606697 0.0044143883 Output:regressor 0.004414388 0.0007972966 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.57683 4.39716 0.5860 0.5587 Output:regressor -0.27018 0.56178 -0.4809 0.6313 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | GB | 0.1767 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.2203 -0.8609 0.6290 1.0500 2.1284 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.2170 0.1884 17.077 < 2e-16 *** Output:regressor -1.6007 0.2779 -5.761 4.63e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.424 on 149 degrees of freedom Output:Multiple R-squared: 0.1822, Adjusted R-squared: 0.1767 Output:F-statistic: 33.19 on 1 and 149 DF, p-value: 4.635e-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 67.264 67.264 33.188 4.635e-08 *** Output:Residuals 149 301.988 2.027 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.461678 Output:[1] 0.1750159 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.03548773 0.04127373 Output:regressor 0.04127373 0.07720311 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.2170 3.9649 0.8114 0.4184 Output:regressor -1.6007 3.8672 -0.4139 0.6795 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | IT | 0.1258 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.8889 -0.4367 -0.1123 1.1515 2.4141 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.88893 0.12549 30.990 < 2e-16 *** Output:regressor -0.39527 0.08317 -4.752 4.69e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.467 on 149 degrees of freedom Output:Multiple R-squared: 0.1316, Adjusted R-squared: 0.1258 Output:F-statistic: 22.59 on 1 and 149 DF, p-value: 4.691e-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 48.60 48.604 22.585 4.691e-06 *** Output:Residuals 149 320.65 2.152 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.461678 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.015747303 0.003216594 Output:regressor 0.003216594 0.006917731 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.88893 2.37560 1.6370 0.1037 Output:regressor -0.39527 0.94238 -0.4194 0.6755 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | CH | 0.0540 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.8830 -0.6546 0.4862 0.9824 2.5830 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.8830 0.1385 28.032 < 2e-16 *** Output:regressor -0.3843 0.1243 -3.092 0.00237 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.526 on 149 degrees of freedom Output:Multiple R-squared: 0.0603, Adjusted R-squared: 0.05399 Output:F-statistic: 9.561 on 1 and 149 DF, p-value: 0.002373 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 22.27 22.2663 9.5614 0.002373 ** Output:Residuals 149 346.99 2.3288 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.461678 Output:[1] 1.0052 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.019187197 0.007625523 Output:regressor 0.007625523 0.015444767 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.88299 3.82964 1.0139 0.3123 Output:regressor -0.38428 2.03628 -0.1887 0.8506 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | RO | -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:-4.1015 -0.2947 0.4490 1.0653 2.1258 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 4.10149 0.13755 29.819 <2e-16 *** Output:regressor 0.05958 0.10443 0.571 0.569 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.573 on 149 degrees of freedom Output:Multiple R-squared: 0.00218, Adjusted R-squared: -0.004517 Output:F-statistic: 0.3255 on 1 and 149 DF, p-value: 0.5692 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.80 0.80483 0.3255 0.5692 Output:Residuals 149 368.45 2.47280 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.461678 Output:[1] 1.511528 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.018919398 0.005266663 Output:regressor 0.005266663 0.010906390 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 4.10149 1.84991 2.2171 0.02813 * Output:regressor 0.05958 0.48501 0.1228 0.90240 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:-3.080e-15 -3.519e-16 -2.174e-16 1.840e-17 3.025e-14 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.469e-15 3.766e-16 9.212e+00 2.78e-16 *** Output:regressor 1.000e+00 7.886e-17 1.268e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.516e-15 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.608e+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 1017.8 1017.8 1.608e+32 < 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] 6.785171 Output:[1] 6.785171 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.418328e-31 2.492730e-32 Output:regressor 2.492730e-32 6.218956e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 3.4694e-15 6.0697e-16 5.7159e+00 5.761e-08 *** Output:regressor 1.0000e+00 1.0384e-16 9.6305e+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] "-------------------------------------------------------------------------------------------" | |
ES | FR | 0.7262 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.0598 -1.3102 -0.1177 1.0089 2.5425 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.57353 0.20467 -2.802 0.00575 ** Output:regressor 0.62036 0.03107 19.969 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.363 on 149 degrees of freedom Output:Multiple R-squared: 0.728, Adjusted R-squared: 0.7262 Output:F-statistic: 398.8 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 1 740.93 740.93 398.78 < 2.2e-16 *** Output:Residuals 149 276.84 1.86 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.785171 Output:[1] 12.83505 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.041888866 0.005343293 Output:regressor 0.005343293 0.000965069 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.57353 2.08941 -0.2745 0.78409 Output:regressor 0.62036 0.21028 2.9501 0.00369 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | GB | 0.6544 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.911 -1.571 0.292 1.108 2.796 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.3107 0.2026 -6.469 1.34e-09 *** Output:regressor 5.0459 0.2989 16.884 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.531 on 149 degrees of freedom Output:Multiple R-squared: 0.6567, Adjusted R-squared: 0.6544 Output:F-statistic: 285.1 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 1 668.42 668.42 285.09 < 2.2e-16 *** Output:Residuals 149 349.35 2.34 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.785171 Output:[1] 0.1750159 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04105360 0.04774708 Output:regressor 0.04774708 0.08931159 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.3107 2.1339 -0.6142 0.54002 Output:regressor 5.0459 1.6570 3.0453 0.00275 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | DE | 0.4258 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.5592 -0.8347 0.2604 1.2676 3.7179 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.4238 0.4481 0.946 0.346 Output:regressor -1.0882 0.1027 -10.595 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.974 on 149 degrees of freedom Output:Multiple R-squared: 0.4297, Adjusted R-squared: 0.4258 Output:F-statistic: 112.2 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 1 437.29 437.29 112.24 < 2.2e-16 *** Output:Residuals 149 580.48 3.90 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.785171 Output:[1] 2.461678 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.20080605 -0.04297016 Output:regressor -0.04297016 0.01055072 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.42382 1.90578 0.2224 0.82432 Output:regressor -1.08824 0.45604 -2.3863 0.01827 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | CH | 0.2036 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.2127 -2.1675 0.4158 1.9602 3.5237 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.4220 0.2110 -16.218 < 2e-16 *** Output:regressor 1.1875 0.1893 6.273 3.65e-09 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.325 on 149 degrees of freedom Output:Multiple R-squared: 0.2089, Adjusted R-squared: 0.2036 Output:F-statistic: 39.34 on 1 and 149 DF, p-value: 3.654e-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 1 212.61 212.609 39.344 3.654e-09 *** Output:Residuals 149 805.17 5.404 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.785171 Output:[1] 1.0052 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04452316 0.01769474 Output:regressor 0.01769474 0.03583899 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.4220 3.0724 -1.1138 0.2672 Output:regressor 1.1875 1.3497 0.8798 0.3804 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | IT | 0.1402 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.5968 -2.1271 -0.4591 2.5086 4.2297 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.6870 0.2066 -17.845 < 2e-16 *** Output:regressor 0.6909 0.1369 5.045 1.3e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.415 on 149 degrees of freedom Output:Multiple R-squared: 0.1459, Adjusted R-squared: 0.1402 Output:F-statistic: 25.45 on 1 and 149 DF, p-value: 1.302e-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 1 148.49 148.492 25.452 1.302e-06 *** Output:Residuals 149 869.28 5.834 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.785171 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.042691254 0.008720249 Output:regressor 0.008720249 0.018754106 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.6870 2.2304 -1.6531 0.1004 Output:regressor 0.6909 1.1175 0.6183 0.5373 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | RO | -0.0033 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-3.9210 -2.5656 -0.2135 2.3955 4.1457 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.9491 0.2282 -17.304 <2e-16 *** Output:regressor 0.1225 0.1733 0.707 0.481 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.609 on 149 degrees of freedom Output:Multiple R-squared: 0.003343, Adjusted R-squared: -0.003346 Output:F-statistic: 0.4998 on 1 and 149 DF, p-value: 0.4807 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 3.4 3.4023 0.4998 0.4807 Output:Residuals 149 1014.4 6.8079 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 6.785171 Output:[1] 1.511528 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.05208712 0.01449968 Output:regressor 0.01449968 0.03002645 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.9491 4.1686 -0.9474 0.3450 Output:regressor 0.1225 1.0429 0.1175 0.9067 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:-8.142e-15 -1.830e-17 5.240e-17 1.691e-16 6.213e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.156e-15 1.049e-16 -1.102e+01 <2e-16 *** Output:regressor 1.000e+00 1.593e-17 6.278e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 6.989e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.941e+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 1925.3 1925.3 3.9411e+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] 12.83505 Output:[1] 12.83505 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output: (Intercept) regressor Output:(Intercept) 1.101337e-32 1.404852e-33 Output:regressor 1.404852e-33 2.537348e-34 Output:[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 1.7018e-16 -6.7956e+00 2.42e-10 *** Output:regressor 1.0000e+00 2.1554e-17 4.6394e+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 | 0.7262 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.7517 -1.8034 -0.3437 1.5945 3.3578 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.83300 0.28064 -2.968 0.00349 ** Output:regressor 1.17350 0.05876 19.969 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.875 on 149 degrees of freedom Output:Multiple R-squared: 0.728, Adjusted R-squared: 0.7262 Output:F-statistic: 398.8 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 1401.57 1401.57 398.78 < 2.2e-16 *** Output:Residuals 149 523.69 3.51 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 12.83505 Output:[1] 6.785171 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.07875741 0.013841720 Output:regressor 0.01384172 0.003453283 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.83300 4.88621 -0.1705 0.86486 Output:regressor 1.17350 0.62214 1.8862 0.06121 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | IT | 0.5696 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.0636 -1.6783 -0.8979 2.3849 4.6615 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -4.6615 0.2011 -23.18 <2e-16 *** Output:regressor 1.8822 0.1333 14.12 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.35 on 149 degrees of freedom Output:Multiple R-squared: 0.5725, Adjusted R-squared: 0.5696 Output:F-statistic: 199.5 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 1102.13 1102.13 199.5 < 2.2e-16 *** Output:Residuals 149 823.13 5.52 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 12.83505 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.040424590 0.008257254 Output:regressor 0.008257254 0.017758370 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -4.6615 2.0159 -2.3124 0.02212 * Output:regressor 1.8822 1.3379 1.4069 0.16154 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | DE | 0.3764 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-5.6348 -1.9286 -0.0768 1.9833 6.5054 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.2005 0.6423 0.312 0.755 Output:regressor -1.4087 0.1472 -9.568 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 2.829 on 149 degrees of freedom Output:Multiple R-squared: 0.3806, Adjusted R-squared: 0.3764 Output:F-statistic: 91.55 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 1 732.75 732.75 91.555 < 2.2e-16 *** Output:Residuals 149 1192.51 8.00 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 12.83505 Output:[1] 2.461678 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.41252256 -0.08827503 Output:regressor -0.08827503 0.02167469 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.20052 1.72812 0.1160 0.90778 Output:regressor -1.40869 0.60430 -2.3311 0.02109 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | RO | 0.2601 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-5.0948 -2.5187 -0.3392 2.5596 5.1790 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -4.8122 0.2695 -17.853 < 2e-16 *** Output:regressor 1.5003 0.2047 7.331 1.35e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.082 on 149 degrees of freedom Output:Multiple R-squared: 0.2651, Adjusted R-squared: 0.2601 Output:F-statistic: 53.74 on 1 and 149 DF, p-value: 1.351e-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 1 510.32 510.32 53.74 1.351e-11 *** Output:Residuals 149 1414.93 9.50 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 12.83505 Output:[1] 1.511528 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.07265553 0.02022539 Output:regressor 0.02022539 0.04188344 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -4.81222 5.36151 -0.8976 0.3709 Output:regressor 1.50027 0.95215 1.5757 0.1172 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | 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:-4.6215 -3.4359 0.1945 2.9903 4.8406 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.5015 0.4261 -8.218 9.26e-14 *** Output:regressor 3.8069 0.6284 6.058 1.08e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.22 on 149 degrees of freedom Output:Multiple R-squared: 0.1976, Adjusted R-squared: 0.1922 Output:F-statistic: 36.7 on 1 and 149 DF, p-value: 1.077e-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 1 380.46 380.46 36.696 1.077e-08 *** Output:Residuals 149 1544.80 10.37 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 12.83505 Output:[1] 0.1750159 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.1815355 0.2111334 Output:regressor 0.2111334 0.3949281 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -3.5015 18.1873 -0.1925 0.8476 Output:regressor 3.8069 9.8717 0.3856 0.7003 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | CH | -0.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-5.4075 -3.5459 -0.0008 3.7421 5.5867 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -5.3927 0.3252 -16.58 <2e-16 *** Output:regressor 0.2916 0.2918 1.00 0.319 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.583 on 149 degrees of freedom Output:Multiple R-squared: 0.006661, Adjusted R-squared: -5.377e-06 Output:F-statistic: 0.9992 on 1 and 149 DF, p-value: 0.3191 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 12.82 12.825 0.9992 0.3191 Output:Residuals 149 1912.43 12.835 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 12.83505 Output:[1] 1.0052 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.10575153 0.04202859 Output:regressor 0.04202859 0.08512487 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -5.39270 14.40632 -0.3743 0.7087 Output:regressor 0.29164 2.72104 0.1072 0.9148 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:-1.034e-16 -1.967e-17 -7.160e-18 5.500e-19 1.057e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.446e-16 1.204e-17 1.201e+01 <2e-16 *** Output:regressor 1.000e+00 1.776e-17 5.631e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 9.099e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.171e+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 26.252 26.252 3.1711e+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] 0.1750159 Output:[1] 0.1750159 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.449565e-34 1.685905e-34 Output:regressor 1.685905e-34 3.153509e-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 1.8673e-17 7.7417e+00 1.382e-12 *** Output:regressor 1.0000e+00 2.2334e-17 4.4775e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | ES | 0.6544 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.35172 -0.22863 -0.01129 0.18816 0.50927 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.012918 0.036813 -0.351 0.726 Output:regressor 0.130154 0.007709 16.884 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2459 on 149 degrees of freedom Output:Multiple R-squared: 0.6567, Adjusted R-squared: 0.6544 Output:F-statistic: 285.1 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 17.2412 17.2412 285.09 < 2.2e-16 *** Output:Residuals 149 9.0111 0.0605 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1750159 Output:[1] 6.785171 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0013551901 2.381765e-04 Output:regressor 0.0002381765 5.942114e-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) -0.012918 0.222045 -0.0582 0.9537 Output:regressor 0.130154 0.070746 1.8397 0.0678 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | CH | 0.6448 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.44939 -0.17886 0.02551 0.16142 0.56125 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.36888 0.02263 -16.30 <2e-16 *** Output:regressor 0.33568 0.02030 16.53 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.2493 on 149 degrees of freedom Output:Multiple R-squared: 0.6472, Adjusted R-squared: 0.6448 Output:F-statistic: 273.3 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 16.9902 16.9902 273.32 < 2.2e-16 *** Output:Residuals 149 9.2622 0.0622 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1750159 Output:[1] 1.0052 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0005121710 0.0002035509 Output:regressor 0.0002035509 0.0004122729 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.368877 0.137821 -2.6765 0.008273 ** Output:regressor 0.335681 0.082236 4.0819 7.259e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | FR | 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:-0.6336 -0.3061 -0.0689 0.3991 0.5924 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.247205 0.056456 -4.379 2.24e-05 *** Output:regressor 0.051910 0.008569 6.058 1.08e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.376 on 149 degrees of freedom Output:Multiple R-squared: 0.1976, Adjusted R-squared: 0.1922 Output:F-statistic: 36.7 on 1 and 149 DF, p-value: 1.077e-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 5.1878 5.1878 36.696 1.077e-08 *** Output:Residuals 149 21.0646 0.1414 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1750159 Output:[1] 12.83505 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0031872608 4.065631e-04 Output:regressor 0.0004065631 7.343065e-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) -0.24721 0.52357 -0.4722 0.6375 Output:regressor 0.05191 0.12801 0.4055 0.6857 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | DE | 0.1767 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.66855 -0.23690 -0.03447 0.35790 0.68571 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.07113 0.08618 -0.825 0.411 Output:regressor -0.11380 0.01975 -5.761 4.63e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3796 on 149 degrees of freedom Output:Multiple R-squared: 0.1822, Adjusted R-squared: 0.1767 Output:F-statistic: 33.19 on 1 and 149 DF, p-value: 4.635e-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 4.7822 4.7822 33.188 4.635e-08 *** Output:Residuals 149 21.4702 0.1441 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1750159 Output:[1] 2.461678 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.007427145 -0.0015893227 Output:regressor -0.001589323 0.0003902358 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.071126 0.198086 -0.3591 0.72005 Output:regressor -0.113803 0.051382 -2.2148 0.02829 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | RO | 0.1550 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.72225 -0.28114 0.08528 0.23279 0.66432 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.60047 0.03364 -17.85 < 2e-16 *** Output:regressor -0.13638 0.02554 -5.34 3.4e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3846 on 149 degrees of freedom Output:Multiple R-squared: 0.1606, Adjusted R-squared: 0.155 Output:F-statistic: 28.52 on 1 and 149 DF, p-value: 3.403e-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 4.2172 4.2172 28.517 3.403e-07 *** Output:Residuals 149 22.0352 0.1479 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1750159 Output:[1] 1.511528 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0011314844 0.0003149755 Output:regressor 0.0003149755 0.0006522623 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.60047 0.51815 -1.1589 0.2484 Output:regressor -0.13638 0.12146 -1.1228 0.2633 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | 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:-0.7274 -0.3785 0.0213 0.3471 0.7366 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.54885 0.03571 -15.371 <2e-16 *** Output:regressor -0.03062 0.02367 -1.294 0.198 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4174 on 149 degrees of freedom Output:Multiple R-squared: 0.01111, Adjusted R-squared: 0.004476 Output:F-statistic: 1.674 on 1 and 149 DF, p-value: 0.1977 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.2917 0.29174 1.6744 0.1977 Output:Residuals 149 25.9606 0.17423 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1750159 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0012749497 0.0002604252 Output:regressor 0.0002604252 0.0005600806 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.548852 0.664181 -0.8264 0.4099 Output:regressor -0.030624 0.172158 -0.1779 0.8591 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:-5.292e-16 -7.320e-17 -4.460e-17 2.100e-18 6.744e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.891e-16 4.814e-17 6.006e+00 1.39e-08 *** Output:regressor 1.000e+00 3.191e-17 3.134e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 5.627e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 9.823e+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 1 311.08 311.08 9.8232e+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] 2.073898 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.317348e-33 4.733488e-34 Output:regressor 4.733488e-34 1.018002e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.8912e-16 4.9316e-17 5.8625e+00 2.825e-08 *** Output:regressor 1.0000e+00 1.2555e-17 7.9651e+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 | RO | 0.6544 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.4123 -0.5841 -0.1941 0.4909 2.4812 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.006582 0.074047 -0.089 0.929 Output:regressor 0.949262 0.056221 16.885 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.8465 on 149 degrees of freedom Output:Multiple R-squared: 0.6568, Adjusted R-squared: 0.6544 Output:F-statistic: 285.1 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 1 204.31 204.306 285.09 < 2.2e-16 *** Output:Residuals 149 106.78 0.717 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.073898 Output:[1] 1.511528 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005483012 0.001526326 Output:regressor 0.001526326 0.003160770 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.0065822 0.5695892 -0.0116 0.9908 Output:regressor 0.9492624 0.2028590 4.6794 6.408e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | FR | 0.5696 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.99445 -0.70266 0.04951 0.79691 1.87571 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.21893 0.14186 8.592 1.06e-14 *** Output:regressor 0.30414 0.02153 14.125 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9448 on 149 degrees of freedom Output:Multiple R-squared: 0.5725, Adjusted R-squared: 0.5696 Output:F-statistic: 199.5 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 1 178.08 178.083 199.5 < 2.2e-16 *** Output:Residuals 149 133.00 0.893 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.073898 Output:[1] 12.83505 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.020124390 0.0025670428 Output:regressor 0.002567043 0.0004636417 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.21893 1.35699 0.8983 0.37050 Output:regressor 0.30414 0.13752 2.2115 0.02852 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | ES | 0.1402 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.4672 -0.8673 -0.2552 1.1038 2.7591 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.38146 0.19990 1.908 0.0583 . Output:regressor 0.21117 0.04186 5.045 1.3e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.335 on 149 degrees of freedom Output:Multiple R-squared: 0.1459, Adjusted R-squared: 0.1402 Output:F-statistic: 25.45 on 1 and 149 DF, p-value: 1.302e-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 45.387 45.387 25.452 1.302e-06 *** Output:Residuals 149 265.698 1.783 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.073898 Output:[1] 6.785171 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.039958465 0.007022754 Output:regressor 0.007022754 0.001752063 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.38146 4.10806 0.0929 0.9261 Output:regressor 0.21117 0.54893 0.3847 0.7010 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | DE | 0.1258 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.1519 -0.9413 -0.5098 1.3990 2.6769 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.89126 0.30569 2.916 0.0041 ** Output:regressor -0.33301 0.07007 -4.752 4.69e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.346 on 149 degrees of freedom Output:Multiple R-squared: 0.1316, Adjusted R-squared: 0.1258 Output:F-statistic: 22.59 on 1 and 149 DF, p-value: 4.691e-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 40.947 40.947 22.585 4.691e-06 *** Output:Residuals 149 270.137 1.813 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.073898 Output:[1] 2.461678 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.09344818 -0.019996824 Output:regressor -0.01999682 0.004909939 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.89126 1.37796 0.6468 0.5188 Output:regressor -0.33301 0.29754 -1.1192 0.2649 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | CH | 0.0962 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.8852 -1.2361 -0.3304 0.9247 3.4558 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.6917 0.1243 -5.566 1.18e-07 *** Output:regressor -0.4592 0.1115 -4.118 6.30e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.369 on 149 degrees of freedom Output:Multiple R-squared: 0.1022, Adjusted R-squared: 0.09618 Output:F-statistic: 16.96 on 1 and 149 DF, p-value: 6.299e-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 31.794 31.794 16.962 6.299e-05 *** Output:Residuals 149 279.291 1.874 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.073898 Output:[1] 1.0052 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.015443903 0.006137835 Output:regressor 0.006137835 0.012431596 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.6917 1.5485 -0.4467 0.6557 Output:regressor -0.4592 0.5618 -0.8174 0.4150 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | GB | 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:-2.067 -1.167 -0.556 1.117 3.259 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.6590 0.1901 -3.466 0.000691 *** Output:regressor -0.3629 0.2804 -1.294 0.197672 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.437 on 149 degrees of freedom Output:Multiple R-squared: 0.01111, Adjusted R-squared: 0.004476 Output:F-statistic: 1.674 on 1 and 149 DF, p-value: 0.1977 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 3.457 3.4570 1.6744 0.1977 Output:Residuals 149 307.628 2.0646 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.073898 Output:[1] 0.1750159 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.03615048 0.04204453 Output:regressor 0.04204453 0.07864490 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.65898 2.58830 -0.2546 0.7994 Output:regressor -0.36288 2.24046 -0.1620 0.8716 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:-5.796e-15 1.340e-17 3.530e-17 6.380e-17 4.482e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.228e-17 4.208e-17 -1.718e+00 0.0879 . Output:regressor 1.000e+00 3.195e-17 3.130e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 4.811e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 9.796e+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 1 226.73 226.73 9.796e+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] 1.511528 Output:[1] 1.511528 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 1.770831e-33 4.929528e-34 Output:regressor 4.929528e-34 1.020824e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.2279e-17 4.1261e-17 -1.7518e+00 0.08187 . Output:regressor 1.0000e+00 1.0240e-17 9.7654e+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] "-------------------------------------------------------------------------------------------" | |
RO | IT | 0.6544 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.46106 -0.63260 0.02878 0.60415 1.53141 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.16120 0.06182 -2.607 0.01 * Output:regressor 0.69186 0.04098 16.885 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7227 on 149 degrees of freedom Output:Multiple R-squared: 0.6568, Adjusted R-squared: 0.6544 Output:F-statistic: 285.1 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 1 148.905 148.905 285.09 < 2.2e-16 *** Output:Residuals 149 77.824 0.522 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.511528 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0038220218 0.0007806982 Output:regressor 0.0007806982 0.0016789998 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.16120 0.71896 -0.2242 0.8229 Output:regressor 0.69186 0.52423 1.3198 0.1889 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | CH | 0.3624 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.25858 -0.72062 0.03467 0.87730 2.08792 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.84949 0.08911 -9.533 <2e-16 *** Output:regressor -0.74250 0.07995 -9.287 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9817 on 149 degrees of freedom Output:Multiple R-squared: 0.3666, Adjusted R-squared: 0.3624 Output:F-statistic: 86.25 on 1 and 149 DF, p-value: < 2.2e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 83.127 83.127 86.251 < 2.2e-16 *** Output:Residuals 149 143.602 0.964 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.511528 Output:[1] 1.0052 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.007940754 0.003155876 Output:regressor 0.003155876 0.006391924 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.84949 0.64027 -1.3268 0.1866 Output:regressor -0.74250 0.75622 -0.9819 0.3278 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | FR | 0.2601 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.88721 -0.87592 0.07243 0.73464 2.02530 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.4953 0.1588 3.119 0.00218 ** Output:regressor 0.1767 0.0241 7.331 1.35e-11 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.058 on 149 degrees of freedom Output:Multiple R-squared: 0.2651, Adjusted R-squared: 0.2601 Output:F-statistic: 53.74 on 1 and 149 DF, p-value: 1.351e-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 60.099 60.099 53.74 1.351e-11 *** Output:Residuals 149 166.631 1.118 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.511528 Output:[1] 12.83505 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.025212721 0.0032161041 Output:regressor 0.003216104 0.0005808707 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.49533 1.97232 0.2511 0.8021 Output:regressor 0.17668 0.18499 0.9551 0.3411 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | GB | 0.1550 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.73718 -1.06975 0.03799 0.85839 2.45485 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.1126 0.1495 -7.44 7.41e-12 *** Output:regressor -1.1779 0.2206 -5.34 3.40e-07 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.13 on 149 degrees of freedom Output:Multiple R-squared: 0.1606, Adjusted R-squared: 0.155 Output:F-statistic: 28.52 on 1 and 149 DF, p-value: 3.403e-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 36.422 36.422 28.517 3.403e-07 *** Output:Residuals 149 190.307 1.277 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.511528 Output:[1] 0.1750159 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.02236369 0.02600992 Output:regressor 0.02600992 0.04865193 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.1126 1.4390 -0.7732 0.4406 Output:regressor -1.1779 2.4505 -0.4807 0.6315 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | ES | -0.0033 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.2790 -0.6572 -0.2649 0.7636 2.4506 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.37351 0.18435 -2.026 0.0445 * Output:regressor 0.02729 0.03860 0.707 0.4807 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.231 on 149 degrees of freedom Output:Multiple R-squared: 0.003343, Adjusted R-squared: -0.003346 Output:F-statistic: 0.4998 on 1 and 149 DF, p-value: 0.4807 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.758 0.75793 0.4998 0.4807 Output:Residuals 149 225.971 1.51659 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.511528 Output:[1] 6.785171 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.033983975 0.005972729 Output:regressor 0.005972729 0.001490098 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.373515 2.008616 -0.1860 0.8527 Output:regressor 0.027289 0.187349 0.1457 0.8844 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | DE | -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:-2.2758 -0.6963 -0.1922 0.8953 2.4161 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.63189 0.27975 -2.259 0.0254 * Output:regressor 0.03658 0.06412 0.571 0.5692 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.232 on 149 degrees of freedom Output:Multiple R-squared: 0.00218, Adjusted R-squared: -0.004517 Output:F-statistic: 0.3255 on 1 and 149 DF, p-value: 0.5692 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.494 0.49419 0.3255 0.5692 Output:Residuals 149 226.235 1.51836 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 1.511528 Output:[1] 2.461678 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.07826110 -0.016746965 Output:regressor -0.01674696 0.004111982 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.631891 0.910323 -0.6941 0.4887 Output:regressor 0.036583 0.527325 0.0694 0.9448 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:-1.672e-15 -2.570e-18 1.011e-17 2.057e-17 1.461e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -2.891e-16 2.239e-17 -1.291e+01 <2e-16 *** Output:regressor 1.000e+00 2.823e-17 3.543e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.42e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.255e+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 25.294 25.294 1.2549e+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] 0.1686273 Output:[1] 0.1686273 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.014325e-34 -5.414811e-34 Output:regressor -5.414811e-34 7.968479e-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 3.2577e-17 -8.8748e+00 2.041e-15 *** Output:regressor 1.0000e+00 3.2763e-17 3.0522e+16 < 2.2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | GB | 0.1900 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.03111 -0.24655 0.01981 0.28403 0.95349 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.51263 0.04092 12.527 < 2e-16 *** Output:regressor 1.55545 0.25859 6.015 1.33e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3696 on 149 degrees of freedom Output:Multiple R-squared: 0.1954, Adjusted R-squared: 0.19 Output:F-statistic: 36.18 on 1 and 149 DF, p-value: 1.331e-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 4.9421 4.9421 36.182 1.331e-08 *** Output:Residuals 149 20.3520 0.1366 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1686273 Output:[1] 0.01361794 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001674474 -0.007175076 Output:regressor -0.007175076 0.066867863 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.51263 0.16184 3.1676 0.001865 ** Output:regressor 1.55545 0.68171 2.2817 0.023924 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | IT | 0.1420 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.0541 -0.2283 0.0346 0.2510 0.9990 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.73049 0.03254 22.451 < 2e-16 *** Output:regressor 0.10960 0.02157 5.082 1.1e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3804 on 149 degrees of freedom Output:Multiple R-squared: 0.1477, Adjusted R-squared: 0.142 Output:F-statistic: 25.83 on 1 and 149 DF, p-value: 1.103e-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 3.7367 3.7367 25.828 1.103e-06 *** Output:Residuals 149 21.5573 0.1447 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1686273 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0010586999 0.0002162534 Output:regressor 0.0002162534 0.0004650829 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.730490 0.098067 7.4489 7.053e-12 *** Output:regressor 0.109599 0.064971 1.6869 0.09371 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | ES | 0.0023 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.18519 -0.18571 0.04306 0.26810 0.98820 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.67015 0.03434 19.514 <2e-16 *** Output:regressor 0.06277 0.05407 1.161 0.247 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4102 on 149 degrees of freedom Output:Multiple R-squared: 0.008966, Adjusted R-squared: 0.002314 Output:F-statistic: 1.348 on 1 and 149 DF, p-value: 0.2475 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.2268 0.22678 1.348 0.2475 Output:Residuals 149 25.0673 0.16824 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1686273 Output:[1] 0.3836697 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001179379 -0.000436667 Output:regressor -0.000436667 0.002923296 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.670152 0.134452 4.9843 1.706e-06 *** Output:regressor 0.062773 0.157228 0.3993 0.6903 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | FR | 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:-1.17993 -0.20801 0.05796 0.25904 1.01674 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.62376 0.05866 10.633 <2e-16 *** Output:regressor 0.05244 0.04536 1.156 0.25 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4102 on 149 degrees of freedom Output:Multiple R-squared: 0.00889, Adjusted R-squared: 0.002238 Output:F-statistic: 1.336 on 1 and 149 DF, p-value: 0.2495 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.2249 0.22487 1.3365 0.2495 Output:Residuals 149 25.0692 0.16825 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1686273 Output:[1] 0.5452107 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003441253 -0.002188009 Output:regressor -0.002188009 0.002057306 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.623761 0.170376 3.6611 0.0003481 *** Output:regressor 0.052436 0.094740 0.5535 0.5807679 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:-1.17202 -0.18125 0.04871 0.25026 0.94234 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.67488 0.03394 19.887 <2e-16 *** Output:regressor -0.03829 0.04686 -0.817 0.415 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4111 on 149 degrees of freedom Output:Multiple R-squared: 0.004461, Adjusted R-squared: -0.002221 Output:F-statistic: 0.6676 on 1 and 149 DF, p-value: 0.4152 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1128 0.11283 0.6676 0.4152 Output:Residuals 149 25.1813 0.16900 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1686273 Output:[1] 0.5131343 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0011515942 0.0002666276 Output:regressor 0.0002666276 0.0021956791 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.674880 0.129961 5.1929 6.685e-07 *** Output:regressor -0.038287 0.160740 -0.2382 0.8121 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
CH | RO | -0.0030 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.16224 -0.20359 0.04433 0.25811 0.95169 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.71012 0.05326 13.333 <2e-16 *** Output:regressor -0.05414 0.07333 -0.738 0.462 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4113 on 149 degrees of freedom Output:Multiple R-squared: 0.003645, Adjusted R-squared: -0.003042 Output:F-statistic: 0.5451 on 1 and 149 DF, p-value: 0.4615 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0922 0.092192 0.5451 0.4615 Output:Residuals 149 25.2019 0.169140 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.1686273 Output:[1] 0.2096978 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002836485 -0.003037973 Output:regressor -0.003037973 0.005377269 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.710115 0.181087 3.9214 0.0001339 *** Output:regressor -0.054138 0.153055 -0.3537 0.7240512 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
DE | DE | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.946e-16 -6.060e-18 4.379e-18 1.192e-17 1.931e-16 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.807e-17 2.994e-18 6.036e+00 1.2e-08 *** Output:regressor 1.000e+00 4.134e-18 2.419e+17 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.627e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 5.852e+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 76.97 76.97 5.8523e+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] 0.5131343 Output:[1] 0.5131343 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.961972e-36 2.074957e-36 Output:regressor 2.074957e-36 1.708728e-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) 1.8070e-17 2.6135e-18 6.9139e+00 1.29e-10 *** Output:regressor 1.0000e+00 6.1974e-18 1.6136e+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] "-------------------------------------------------------------------------------------------" | |
DE | RO | 0.1100 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.1782 -0.4987 -0.1122 0.3844 1.8826 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.42230 0.08752 -4.825 3.42e-06 *** Output:regressor 0.53255 0.12050 4.420 1.89e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.6758 on 149 degrees of freedom Output:Multiple R-squared: 0.1159, Adjusted R-squared: 0.11 Output:F-statistic: 19.53 on 1 and 149 DF, p-value: 1.894e-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 8.921 8.9207 19.533 1.894e-05 *** Output:Residuals 149 68.049 0.4567 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.5131343 Output:[1] 0.2096978 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.007658996 -0.008203049 Output:regressor -0.008203049 0.014519551 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.42230 1.42617 -0.2961 0.7676 Output:regressor 0.53255 0.95816 0.5558 0.5792 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | IT | 0.0884 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.13593 -0.46376 -0.09266 0.38359 1.89363 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.19253 0.05851 -3.291 0.001247 ** Output:regressor -0.15290 0.03878 -3.943 0.000123 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.6839 on 149 degrees of freedom Output:Multiple R-squared: 0.09448, Adjusted R-squared: 0.08841 Output:F-statistic: 15.55 on 1 and 149 DF, p-value: 0.0001234 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 7.272 7.2725 15.547 0.0001234 *** Output:Residuals 149 69.698 0.4678 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.5131343 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0034229126 0.0006991749 Output:regressor 0.0006991749 0.0015036726 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.19253 0.79161 -0.2432 0.8082 Output:regressor -0.15290 0.27907 -0.5479 0.5846 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:-1.42719 -0.52394 -0.00009 0.41737 1.92864 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.04226 0.11311 -0.374 0.709 Output:regressor -0.11651 0.14259 -0.817 0.415 Output: Output:Residual standard error: 0.7171 on 149 degrees of freedom Output:Multiple R-squared: 0.004461, Adjusted R-squared: -0.002221 Output:F-statistic: 0.6676 on 1 and 149 DF, p-value: 0.4152 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.343 0.34335 0.6676 0.4152 Output:Residuals 149 76.627 0.51427 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.5131343 Output:[1] 0.1686273 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01279418 -0.01381603 Output:regressor -0.01381603 0.02033178 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.042262 0.875874 -0.0483 0.9616 Output:regressor -0.116508 0.675888 -0.1724 0.8634 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | FR | -0.0053 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.44031 -0.42081 -0.00131 0.41483 1.86488 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.08224 0.10272 -0.801 0.425 Output:regressor -0.03685 0.07942 -0.464 0.643 Output: Output:Residual standard error: 0.7182 on 149 degrees of freedom Output:Multiple R-squared: 0.001443, Adjusted R-squared: -0.005259 Output:F-statistic: 0.2153 on 1 and 149 DF, p-value: 0.6433 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.111 0.11106 0.2153 0.6433 Output:Residuals 149 76.859 0.51583 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.5131343 Output:[1] 0.5452107 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.010550449 -0.006708161 Output:regressor -0.006708161 0.006307442 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.082240 2.393421 -0.0344 0.9726 Output:regressor -0.036851 0.994857 -0.0370 0.9705 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | GB | -0.0053 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.42643 -0.44785 -0.03213 0.39947 1.89580 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.09649 0.07952 -1.213 0.227 Output:regressor -0.23246 0.50252 -0.463 0.644 Output: Output:Residual standard error: 0.7182 on 149 degrees of freedom Output:Multiple R-squared: 0.001434, Adjusted R-squared: -0.005268 Output:F-statistic: 0.214 on 1 and 149 DF, p-value: 0.6443 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.11 0.11038 0.214 0.6443 Output:Residuals 149 76.86 0.51584 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.5131343 Output:[1] 0.01361794 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.006323699 -0.02709688 Output:regressor -0.027096883 0.25252841 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.096489 0.452346 -0.2133 0.8314 Output:regressor -0.232459 10.331298 -0.0225 0.9821 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
DE | ES | -0.0059 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.42210 -0.43078 -0.04023 0.41584 1.89726 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.11658 0.06015 -1.938 0.0545 . Output:regressor -0.03248 0.09470 -0.343 0.7321 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7185 on 149 degrees of freedom Output:Multiple R-squared: 0.0007889, Adjusted R-squared: -0.005917 Output:F-statistic: 0.1176 on 1 and 149 DF, p-value: 0.7321 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.061 0.06072 0.1176 0.7321 Output:Residuals 149 76.909 0.51617 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.5131343 Output:[1] 0.3836697 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.003618473 -0.001339745 Output:regressor -0.001339745 0.008969011 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.116581 0.987807 -0.1180 0.9062 Output:regressor -0.032483 0.387053 -0.0839 0.9332 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:-3.972e-16 -4.960e-17 -2.960e-17 -5.800e-18 4.284e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.228e-17 2.984e-17 2.422e+00 0.0166 * Output:regressor 1.000e+00 4.699e-17 2.128e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 3.564e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 4.53e+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 57.55 57.55 4.5298e+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] 0.3836697 Output:[1] 0.3836697 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 8.906343e-34 -3.297587e-34 Output:regressor -3.297587e-34 2.207591e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 7.2279e-17 3.0343e-17 2.3820e+00 0.01848 * Output:regressor 1.0000e+00 3.0372e-17 3.2925e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Error:Output:[1] "-------------------------------------------------------------------------------------------" Warning message: Error:In summary.lm(x) : essentially perfect fit: summary may be unreliable | |
ES | IT | 0.5187 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.8950 -0.3303 0.0151 0.3083 1.0887 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.29385 0.03676 7.994 3.34e-13 *** Output:regressor 0.31072 0.02437 12.752 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4297 on 149 degrees of freedom Output:Multiple R-squared: 0.5219, Adjusted R-squared: 0.5187 Output:F-statistic: 162.6 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 30.033 30.0334 162.63 < 2.2e-16 *** Output:Residuals 149 27.517 0.1847 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3836697 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0013513858 0.0002760383 Output:regressor 0.0002760383 0.0005936587 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.293851 0.165517 1.7754 0.077881 . Output:regressor 0.310716 0.097217 3.1961 0.001701 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | GB | 0.4442 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.22415 -0.27891 0.07557 0.34085 0.80812 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.23180 0.05113 -4.534 1.18e-05 *** Output:regressor 3.55237 0.32310 10.995 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4618 on 149 degrees of freedom Output:Multiple R-squared: 0.4479, Adjusted R-squared: 0.4442 Output:F-statistic: 120.9 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 25.777 25.7774 120.88 < 2.2e-16 *** Output:Residuals 149 31.773 0.2132 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3836697 Output:[1] 0.01361794 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002614156 -0.01120159 Output:regressor -0.011201589 0.10439280 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.23180 0.21978 -1.0547 0.29328 Output:regressor 3.55237 1.99932 1.7768 0.07764 . Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | FR | 0.2874 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.82018 -0.44546 0.02314 0.37083 1.27039 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.33283 0.07478 -4.451 1.67e-05 *** Output:regressor 0.45340 0.05782 7.841 7.89e-13 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5229 on 149 degrees of freedom Output:Multiple R-squared: 0.2921, Adjusted R-squared: 0.2874 Output:F-statistic: 61.49 on 1 and 149 DF, p-value: 7.888e-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 16.812 16.8118 61.489 7.888e-13 *** Output:Residuals 149 40.739 0.2734 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3836697 Output:[1] 0.5452107 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005592196 -0.003555617 Output:regressor -0.003555617 0.003343218 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.33283 0.36053 -0.9232 0.35741 Output:regressor 0.45340 0.20900 2.1694 0.03164 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | RO | 0.0982 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.15176 -0.44227 0.07604 0.43793 1.11690 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.09731 0.07617 -1.278 0.203 Output:regressor 0.43664 0.10488 4.163 5.29e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5882 on 149 degrees of freedom Output:Multiple R-squared: 0.1042, Adjusted R-squared: 0.09819 Output:F-statistic: 17.33 on 1 and 149 DF, p-value: 5.288e-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 5.997 5.997 17.333 5.288e-05 *** Output:Residuals 149 51.553 0.346 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3836697 Output:[1] 0.2096978 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005802360 -0.006214527 Output:regressor -0.006214527 0.010999830 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.097313 0.299139 -0.3253 0.7454 Output:regressor 0.436642 0.422373 1.0338 0.3029 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | CH | 0.0023 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.15214 -0.38669 0.03122 0.44606 1.30206 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.05232 0.09759 0.536 0.593 Output:regressor 0.14283 0.12302 1.161 0.247 Output: Output:Residual standard error: 0.6187 on 149 degrees of freedom Output:Multiple R-squared: 0.008966, Adjusted R-squared: 0.002314 Output:F-statistic: 1.348 on 1 and 149 DF, p-value: 0.2475 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.516 0.51597 1.348 0.2475 Output:Residuals 149 57.034 0.38278 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3836697 Output:[1] 0.1686273 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.009522899 -0.01028348 Output:regressor -0.010283478 0.01513325 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.052321 0.376107 0.1391 0.8895 Output:regressor 0.142825 0.368964 0.3871 0.6992 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
ES | DE | -0.0059 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.17285 -0.41624 0.02862 0.45314 1.28782 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.14643 0.05128 2.855 0.00491 ** Output:regressor -0.02429 0.07081 -0.343 0.73209 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.6212 on 149 degrees of freedom Output:Multiple R-squared: 0.0007889, Adjusted R-squared: -0.005917 Output:F-statistic: 0.1176 on 1 and 149 DF, p-value: 0.7321 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.045 0.04540 0.1176 0.7321 Output:Residuals 149 57.505 0.38594 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.3836697 Output:[1] 0.5131343 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0026298318 0.0006088826 Output:regressor 0.0006088826 0.0050141506 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.146426 0.291688 0.5020 0.6164 Output:regressor -0.024287 0.185498 -0.1309 0.8960 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:-5.459e-16 -9.070e-17 -4.280e-17 -1.140e-17 6.335e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 8.673e-16 7.563e-17 1.147e+01 <2e-16 *** Output:regressor 1.000e+00 5.848e-17 1.710e+16 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 5.288e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 2.924e+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 81.782 81.782 2.9245e+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] 0.5452107 Output:[1] 0.5452107 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.719659e-33 -3.63666e-33 Output:regressor -3.636660e-33 3.41942e-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 1.2602e-16 6.8826e+00 1.524e-10 *** Output:regressor 1.0000e+00 8.1168e-17 1.2320e+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 | RO | 0.3502 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.8963 -0.4289 -0.1418 0.3081 1.5874 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.52109 0.07708 6.761 2.91e-10 *** Output:regressor 0.96014 0.10613 9.047 7.39e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.5952 on 149 degrees of freedom Output:Multiple R-squared: 0.3546, Adjusted R-squared: 0.3502 Output:F-statistic: 81.85 on 1 and 149 DF, p-value: 7.39e-16 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 28.997 28.9970 81.853 7.39e-16 *** Output:Residuals 149 52.785 0.3543 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.5452107 Output:[1] 0.2096978 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005940931 -0.006362942 Output:regressor -0.006362942 0.011262526 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.52109 0.22997 2.2659 0.0248999 * Output:regressor 0.96014 0.24753 3.8788 0.0001571 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | ES | 0.2874 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.14993 -0.46959 0.02299 0.41587 1.48778 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.96729 0.05219 18.534 < 2e-16 *** Output:regressor 0.64430 0.08217 7.841 7.89e-13 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.6233 on 149 degrees of freedom Output:Multiple R-squared: 0.2921, Adjusted R-squared: 0.2874 Output:F-statistic: 61.49 on 1 and 149 DF, p-value: 7.888e-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 23.890 23.8903 61.489 7.888e-13 *** Output:Residuals 149 57.891 0.3885 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.5452107 Output:[1] 0.3836697 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002723701 -0.001008454 Output:regressor -0.001008454 0.006751163 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.96729 0.24792 3.9016 0.0001442 *** Output:regressor 0.64430 0.24843 2.5935 0.0104481 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | GB | 0.0545 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.0388 -0.5879 -0.1240 0.5957 1.6940 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.8962 0.0795 11.273 < 2e-16 *** Output:regressor 1.5599 0.5024 3.105 0.00228 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.718 on 149 degrees of freedom Output:Multiple R-squared: 0.06077, Adjusted R-squared: 0.05447 Output:F-statistic: 9.641 on 1 and 149 DF, p-value: 0.002278 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 4.970 4.9702 9.6413 0.002278 ** Output:Residuals 149 76.811 0.5155 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.5452107 Output:[1] 0.01361794 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.006319721 -0.02707983 Output:regressor -0.027079834 0.25236953 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.89615 0.46150 1.9418 0.05404 . Output:regressor 1.55986 2.09239 0.7455 0.45715 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | IT | 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:-1.1384 -0.5593 -0.1164 0.5961 1.6321 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.11124 0.06209 17.896 <2e-16 *** Output:regressor 0.10260 0.04115 2.493 0.0138 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7259 on 149 degrees of freedom Output:Multiple R-squared: 0.04005, Adjusted R-squared: 0.0336 Output:F-statistic: 6.216 on 1 and 149 DF, p-value: 0.01376 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 3.275 3.2750 6.2157 0.01376 * Output:Residuals 149 78.507 0.5269 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.5452107 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0038555291 0.0007875425 Output:regressor 0.0007875425 0.0016937194 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.11124 0.46309 2.3996 0.01765 * Output:regressor 0.10260 0.29003 0.3538 0.72402 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | 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:-1.0088 -0.6251 -0.1271 0.6270 1.6007 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.9483 0.1163 8.152 1.35e-13 *** Output:regressor 0.1695 0.1467 1.156 0.25 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7376 on 149 degrees of freedom Output:Multiple R-squared: 0.00889, Adjusted R-squared: 0.002238 Output:F-statistic: 1.336 on 1 and 149 DF, p-value: 0.2495 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.727 0.72704 1.3365 0.2495 Output:Residuals 149 81.055 0.54399 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.5452107 Output:[1] 0.1686273 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01353347 -0.01461437 Output:regressor -0.01461437 0.02150662 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.94832 0.26118 3.6310 0.0003876 *** Output:regressor 0.16954 0.41466 0.4089 0.6832301 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
FR | DE | -0.0053 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.0842 -0.5862 -0.1216 0.5491 1.6844 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.05878 0.06111 17.325 <2e-16 *** Output:regressor -0.03915 0.08438 -0.464 0.643 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.7403 on 149 degrees of freedom Output:Multiple R-squared: 0.001443, Adjusted R-squared: -0.005259 Output:F-statistic: 0.2153 on 1 and 149 DF, p-value: 0.6433 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.118 0.11800 0.2153 0.6433 Output:Residuals 149 81.664 0.54808 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.5452107 Output:[1] 0.5131343 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0037346556 0.0008646815 Output:regressor 0.0008646815 0.0071206554 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 1.058776 0.430228 2.4610 0.0150 * Output:regressor -0.039155 0.368805 -0.1062 0.9156 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
GB | GB | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-8.952e-16 9.300e-19 6.170e-18 9.420e-18 8.172e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.228e-17 8.226e-18 -8.786e+00 3.44e-15 *** Output:regressor 1.000e+00 5.199e-17 1.924e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 7.43e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 3.7e+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 2.0427 2.0427 3.7003e+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] 0.01361794 Output:[1] 0.01361794 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 6.767521e-35 -2.899865e-34 Output:regressor -2.899865e-34 2.702518e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -7.2279e-17 1.0637e-17 -6.7953e+00 2.423e-10 *** Output:regressor 1.0000e+00 4.5994e-17 2.1742e+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 | 0.4654 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.15056 -0.05937 -0.01391 0.06012 0.28871 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.133106 0.007299 18.24 <2e-16 *** Output:regressor 0.055494 0.004837 11.47 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.08532 on 149 degrees of freedom Output:Multiple R-squared: 0.469, Adjusted R-squared: 0.4654 Output:F-statistic: 131.6 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 0.9580 0.95800 131.6 < 2.2e-16 *** Output:Residuals 149 1.0847 0.00728 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01361794 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.327021e-05 1.088114e-05 Output:regressor 1.088114e-05 2.340140e-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) 0.133106 0.048482 2.7454 0.006787 ** Output:regressor 0.055494 0.023292 2.3825 0.018455 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | ES | 0.4442 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.16863 -0.06244 -0.00379 0.05301 0.32441 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.088468 0.007284 12.14 <2e-16 *** Output:regressor 0.126087 0.011468 10.99 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.087 on 149 degrees of freedom Output:Multiple R-squared: 0.4479, Adjusted R-squared: 0.4442 Output:F-statistic: 120.9 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 0.91494 0.91494 120.88 < 2.2e-16 *** Output:Residuals 149 1.12775 0.00757 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01361794 Output:[1] 0.3836697 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 5.305898e-05 -1.964517e-05 Output:regressor -1.964517e-05 1.315159e-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) 0.088468 0.048740 1.8151 0.0715198 . Output:regressor 0.126087 0.037518 3.3607 0.0009877 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | CH | 0.1900 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.19354 -0.08341 -0.02649 0.07747 0.30425 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.02194 0.01657 1.325 0.187 Output:regressor 0.12561 0.02088 6.015 1.33e-08 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.105 on 149 degrees of freedom Output:Multiple R-squared: 0.1954, Adjusted R-squared: 0.19 Output:F-statistic: 36.18 on 1 and 149 DF, p-value: 1.331e-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 0.39911 0.39911 36.182 1.331e-08 *** Output:Residuals 149 1.64358 0.01103 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01361794 Output:[1] 0.1686273 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0002744236 -0.0002963414 Output:regressor -0.0002963414 0.0004360983 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.021944 0.051685 0.4246 0.6717638 Output:regressor 0.125614 0.036656 3.4268 0.0007896 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | FR | 0.0545 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.19461 -0.09293 -0.01105 0.10710 0.33613 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.06587 0.01623 4.059 7.94e-05 *** Output:regressor 0.03896 0.01255 3.105 0.00228 ** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1135 on 149 degrees of freedom Output:Multiple R-squared: 0.06077, Adjusted R-squared: 0.05447 Output:F-statistic: 9.641 on 1 and 149 DF, p-value: 0.002278 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.12414 0.124143 9.6413 0.002278 ** Output:Residuals 149 1.91855 0.012876 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01361794 Output:[1] 0.5452107 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0002633591 -0.0001674483 Output:regressor -0.0001674483 0.0001574457 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.065866 0.077512 0.8497 0.3968 Output:regressor 0.038961 0.071461 0.5452 0.5864 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | RO | 0.0089 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.20509 -0.08775 -0.01474 0.11373 0.33931 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.08939 0.01504 5.942 1.91e-08 *** Output:regressor 0.03170 0.02071 1.530 0.128 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.1162 on 149 degrees of freedom Output:Multiple R-squared: 0.01547, Adjusted R-squared: 0.008864 Output:F-statistic: 2.342 on 1 and 149 DF, p-value: 0.1281 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0316 0.031604 2.3415 0.1281 Output:Residuals 149 2.0111 0.013497 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01361794 Output:[1] 0.2096978 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0002263487 -0.0002424272 Output:regressor -0.0002424272 0.0004291008 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.089394 0.095331 0.9377 0.3499 Output:regressor 0.031698 0.105073 0.3017 0.7633 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
GB | DE | -0.0053 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.18594 -0.09913 -0.02270 0.10852 0.32720 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.106553 0.009658 11.032 <2e-16 *** Output:regressor -0.006169 0.013336 -0.463 0.644 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.117 on 149 degrees of freedom Output:Multiple R-squared: 0.001434, Adjusted R-squared: -0.005268 Output:F-statistic: 0.214 on 1 and 149 DF, p-value: 0.6443 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.00293 0.0029294 0.214 0.6443 Output:Residuals 149 2.03976 0.0136897 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.01361794 Output:[1] 0.5131343 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 9.328274e-05 2.159767e-05 Output:regressor 2.159767e-05 1.778569e-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) 0.1065532 0.1001824 1.0636 0.2892 Output:regressor -0.0061692 0.2836488 -0.0217 0.9827 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:-5.292e-16 -7.320e-17 -4.460e-17 2.100e-18 6.744e-15 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.891e-16 4.814e-17 6.006e+00 1.39e-08 *** Output:regressor 1.000e+00 3.191e-17 3.134e+16 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 5.627e-16 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 9.823e+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 1 311.08 311.08 9.8232e+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] 2.073898 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 2.317348e-33 4.733488e-34 Output:regressor 4.733488e-34 1.018002e-33 Error:Warning message: Error:In summary.lm(object) : essentially perfect fit: summary may be unreliable Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 2.8912e-16 4.9316e-17 5.8625e+00 2.825e-08 *** Output:regressor 1.0000e+00 1.2555e-17 7.9651e+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 | 0.5187 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-1.7277 -0.7149 -0.2777 0.6037 2.6207 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.71586 0.08365 -8.557 1.31e-14 *** Output:regressor 1.67955 0.13170 12.752 < 2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.9991 on 149 degrees of freedom Output:Multiple R-squared: 0.5219, Adjusted R-squared: 0.5187 Output:F-statistic: 162.6 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 1 162.34 162.343 162.63 < 2.2e-16 *** Output:Residuals 149 148.74 0.998 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.073898 Output:[1] 0.3836697 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.006998056 -0.002591041 Output:regressor -0.002591041 0.017345895 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.71586 0.37024 -1.9335 0.05507 . Output:regressor 1.67955 0.33604 4.9980 1.605e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | GB | 0.4654 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.8093 -0.6010 -0.1214 0.5071 2.5172 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.3718 0.1166 -11.77 <2e-16 *** Output:regressor 8.4512 0.7367 11.47 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.053 on 149 degrees of freedom Output:Multiple R-squared: 0.469, Adjusted R-squared: 0.4654 Output:F-statistic: 131.6 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 1 145.90 145.895 131.6 < 2.2e-16 *** Output:Residuals 149 165.19 1.109 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.073898 Output:[1] 0.01361794 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.01359112 -0.05823757 Output:regressor -0.05823757 0.54274290 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.37181 0.43167 -3.1780 0.001804 ** Output:regressor 8.45121 3.87220 2.1825 0.030636 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | CH | 0.1420 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.56628 -1.08413 -0.02507 0.97822 2.61647 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.3809 0.2104 -6.563 8.18e-10 *** Output:regressor 1.3479 0.2652 5.082 1.10e-06 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.334 on 149 degrees of freedom Output:Multiple R-squared: 0.1477, Adjusted R-squared: 0.142 Output:F-statistic: 25.83 on 1 and 149 DF, p-value: 1.103e-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 45.957 45.957 25.828 1.103e-06 *** Output:Residuals 149 265.128 1.779 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.073898 Output:[1] 0.1686273 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04426766 -0.04780326 Output:regressor -0.04780326 0.07034764 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -1.38093 0.44508 -3.1026 0.002295 ** Output:regressor 1.34793 1.07437 1.2546 0.211579 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | DE | 0.0884 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.3699 -1.0821 -0.1881 1.1299 2.8289 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.5400 0.1135 -4.758 4.58e-06 *** Output:regressor -0.6180 0.1567 -3.943 0.000123 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.375 on 149 degrees of freedom Output:Multiple R-squared: 0.09448, Adjusted R-squared: 0.08841 Output:F-statistic: 15.55 on 1 and 149 DF, p-value: 0.0001234 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 29.393 29.3927 15.547 0.0001234 *** Output:Residuals 149 281.692 1.8906 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.073898 Output:[1] 0.5131343 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.012882394 0.002982649 Output:regressor 0.002982649 0.024562128 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.54002 1.68143 -0.3212 0.7485 Output:regressor -0.61796 1.91754 -0.3223 0.7477 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | 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:-1.8664 -1.1751 -0.5807 0.9299 3.3973 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.8801 0.2025 -4.347 2.55e-05 *** Output:regressor 0.3903 0.1565 2.493 0.0138 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.416 on 149 degrees of freedom Output:Multiple R-squared: 0.04005, Adjusted R-squared: 0.0336 Output:F-statistic: 6.216 on 1 and 149 DF, p-value: 0.01376 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 12.457 12.4575 6.2157 0.01376 * Output:Residuals 149 298.627 2.0042 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.073898 Output:[1] 0.5452107 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.04099257 -0.02606380 Output:regressor -0.02606380 0.02450685 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.88006 2.57144 -0.3422 0.7326 Output:regressor 0.39029 1.02047 0.3825 0.7027 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
IT | RO | -0.0062 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-2.2213 -1.1361 -0.3987 1.1479 3.2397 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.42601 0.18707 -2.277 0.0242 * Output:regressor -0.06897 0.25757 -0.268 0.7892 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 1.445 on 149 degrees of freedom Output:Multiple R-squared: 0.000481, Adjusted R-squared: -0.006227 Output:F-statistic: 0.07171 on 1 and 149 DF, p-value: 0.7892 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.15 0.14964 0.0717 0.7892 Output:Residuals 149 310.94 2.08681 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 2.073898 Output:[1] 0.2096978 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.03499588 -0.03748180 Output:regressor -0.03748180 0.06634348 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) -0.426011 2.839056 -0.1501 0.8809 Output:regressor -0.068973 1.880234 -0.0367 0.9708 Output: Output:[1] "-------------------------------------------------------------------------------------------" |
Regressand | Regressor | R | R-Analysis Output | |
---|---|---|---|---|
RO | RO | 1.0000 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Error:Warning message: Error:In summary.lm(ols) : essentially perfect fit: summary may be unreliable Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-4.694e-16 -2.112e-17 5.000e-19 3.010e-17 7.822e-17 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.000e+00 6.704e-18 0.000e+00 1 Output:regressor 1.000e+00 9.230e-18 1.083e+17 <2e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 5.177e-17 on 149 degrees of freedom Output:Multiple R-squared: 1, Adjusted R-squared: 1 Output:F-statistic: 1.174e+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 31.455 31.455 1.1737e+34 < 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] 0.2096978 Output:[1] 0.2096978 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 4.494271e-35 -4.813519e-35 Output:regressor -4.813519e-35 8.520019e-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 9.6944e-18 0.0000e+00 1 Output:regressor 1.0000e+00 1.1812e-17 8.4661e+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] "-------------------------------------------------------------------------------------------" | |
RO | FR | 0.3502 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.64137 -0.28167 -0.06344 0.26051 0.91496 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.17222 0.05279 3.262 0.00137 ** Output:regressor 0.36929 0.04082 9.047 7.39e-16 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.3691 on 149 degrees of freedom Output:Multiple R-squared: 0.3546, Adjusted R-squared: 0.3502 Output:F-statistic: 81.85 on 1 and 149 DF, p-value: 7.39e-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 11.153 11.1528 81.853 7.39e-16 *** Output:Residuals 149 20.302 0.1363 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2096978 Output:[1] 0.5452107 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002786843 -0.001771924 Output:regressor -0.001771924 0.001666076 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.17222 0.17002 1.0129 0.31274 Output:regressor 0.36929 0.15541 2.3761 0.01877 * Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | DE | 0.1100 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.97333 -0.29884 0.04845 0.29876 0.86054 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.59139 0.03566 16.58 < 2e-16 *** Output:regressor 0.21763 0.04924 4.42 1.89e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.432 on 149 degrees of freedom Output:Multiple R-squared: 0.1159, Adjusted R-squared: 0.11 Output:F-statistic: 19.53 on 1 and 149 DF, p-value: 1.894e-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 3.6455 3.6455 19.533 1.894e-05 *** Output:Residuals 149 27.8091 0.1866 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2096978 Output:[1] 0.5131343 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.0012717727 0.0002944524 Output:regressor 0.0002944524 0.0024248167 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.59139 0.22403 2.6398 0.009177 ** Output:regressor 0.21763 0.28022 0.7767 0.438594 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | ES | 0.0982 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.85421 -0.32955 -0.04867 0.30811 1.10196 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.52932 0.03641 14.538 < 2e-16 *** Output:regressor 0.23865 0.05732 4.163 5.29e-05 *** Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4349 on 149 degrees of freedom Output:Multiple R-squared: 0.1042, Adjusted R-squared: 0.09819 Output:F-statistic: 17.33 on 1 and 149 DF, p-value: 5.288e-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 3.2777 3.2777 17.333 5.288e-05 *** Output:Residuals 149 28.1769 0.1891 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2096978 Output:[1] 0.3836697 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001325683 -0.000490836 Output:regressor -0.000490836 0.003285934 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.52932 0.20495 2.5827 0.01077 * Output:regressor 0.23865 0.21598 1.1050 0.27096 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | GB | 0.0089 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.87196 -0.35007 -0.03457 0.33055 1.07789 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.51259 0.05048 10.15 <2e-16 *** Output:regressor 0.48810 0.31898 1.53 0.128 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4559 on 149 degrees of freedom Output:Multiple R-squared: 0.01547, Adjusted R-squared: 0.008864 Output:F-statistic: 2.342 on 1 and 149 DF, p-value: 0.1281 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.4867 0.48666 2.3415 0.1281 Output:Residuals 149 30.9680 0.20784 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2096978 Output:[1] 0.01361794 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.002547919 -0.01091776 Output:regressor -0.010917764 0.10174770 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.51259 0.35315 1.4515 0.1487 Output:regressor 0.48810 1.56406 0.3121 0.7554 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | CH | -0.0030 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.96528 -0.32510 -0.04127 0.37265 0.97957 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.61071 0.07234 8.443 2.54e-14 *** Output:regressor -0.06732 0.09119 -0.738 0.462 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4586 on 149 degrees of freedom Output:Multiple R-squared: 0.003645, Adjusted R-squared: -0.003042 Output:F-statistic: 0.5451 on 1 and 149 DF, p-value: 0.4615 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.1146 0.11465 0.5451 0.4615 Output:Residuals 149 31.3400 0.21034 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2096978 Output:[1] 0.1686273 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.005232763 -0.005650696 Output:regressor -0.005650696 0.008315609 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.610714 0.251798 2.4254 0.01649 * Output:regressor -0.067324 0.185343 -0.3632 0.71694 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" | |
RO | IT | -0.0062 | +- Error:Loading required package: zoo Error: Error:Attaching package: ‘zoo’ Error: Error:The following objects are masked from ‘package:base’: Error: Error: as.Date, as.Date.numeric Error: Output:[1] "----------------- LM Summary --------------------------------------------------------------" Output: Output:Call: Output:lm(formula = regressand ~ regressor, na.action = NULL) Output: Output:Residuals: Output: Min 1Q Median 3Q Max Output:-0.92595 -0.32033 -0.03165 0.35436 0.98478 Output: Output:Coefficients: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.561723 0.039294 14.295 <2e-16 *** Output:regressor -0.006974 0.026044 -0.268 0.789 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:Residual standard error: 0.4594 on 149 degrees of freedom Output:Multiple R-squared: 0.000481, Adjusted R-squared: -0.006227 Output:F-statistic: 0.07171 on 1 and 149 DF, p-value: 0.7892 Output: Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Anova Output ------------------------------------------------------------" Output:Analysis of Variance Table Output: Output:Response: regressand Output: Df Sum Sq Mean Sq F value Pr(>F) Output:regressor 1 0.0151 0.01513 0.0717 0.7892 Output:Residuals 149 31.4395 0.21100 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variances of Regressand and Regressor -----------------------------------" Output:[1] 0.2096978 Output:[1] 2.073898 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Variance-Covariance Matrix ----------------------------------------------" Output: (Intercept) regressor Output:(Intercept) 0.001544023 0.0003153870 Output:regressor 0.000315387 0.0006782836 Output:[1] "-------------------------------------------------------------------------------------------" Output:[1] "----------------- Newey-West Coeff Test ----------------------------------------------" Output: Output:t test of coefficients: Output: Output: Estimate Std. Error t value Pr(>|t|) Output:(Intercept) 0.5617230 0.2147487 2.6157 0.00982 ** Output:regressor -0.0069741 0.1301529 -0.0536 0.95734 Output:--- Output:Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 Output: Output:[1] "-------------------------------------------------------------------------------------------" |