Multiple Linear Regression - Ordinary Least Squares | |||||
Variable | Parameter | S.E. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
Activebidder[t] | 0.165515 | 0.031497 | 5.254929 | 1E-06 | 0 |
PAV[t] | 0.452872 | 0.019563 | 23.149365 | 0 | 0 |
Constant | -852.644015 | 65.683426 | -12.981114 | 0 | 0 |
Variable | Elasticity | S.E.* | T-STAT H0: |elast| = 1 | 2-tail p-value | 1-tail p-value |
%Activebidder[t] | 0.222998 | 0.042436 | -18.309954 | 0 | 0 |
%PAV[t] | 1.770364 | 0.076476 | 10.073318 | 0 | 0 |
%Constant | -0.993362 | 0.076524 | -0.086739 | 0.930998 | 0.465499 |
Variable | Stand. Coeff. | S.E.* | T-STAT H0: coeff = 0 | 2-tail p-value | 1-tail p-value |
S-Activebidder[t] | 0.18976 | 0.036111 | 5.254929 | 1E-06 | 0 |
S-PAV[t] | 0.835946 | 0.036111 | 23.149365 | 0 | 0 |
S-Constant | 0 | 0 | 0 | 1 | 0.5 |
*Note | computed against deterministic endogenous series | ||||
Variable | Partial Correlation | ||||
Activebidder[t] | 0.398817 | ||||
PAV[t] | 0.886504 | ||||
Constant | -0.731973 | ||||
Critical Values (alpha = 5%) | |||||
1-tail CV at 5% | 1.65 | ||||
2-tail CV at 5% | 1.96 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.908295 |
R-squared | 0.825 |
Adjusted R-squared | 0.822603 |
F-TEST | 344.143814 |
Observations | 149 |
Degrees of Freedom | 146 |
Multiple Linear Regression - Residual Statistics | |
Standard Error | 75.262313 |
Sum Squared Errors | 827004.692165 |
Log Likelihood | -853.732482 |
Durbin-Watson | 1.238188 |
Von Neumann Ratio | 1.246554 |
# e[t] > 0 | 69 |
# e[t] < 0 | 80 |
# Runs | 53 |
Stand. Normal Runs Statistic | -3.652349 |
Multiple Linear Regression - Ad Hoc Selection Test Statistics | |
Akaike (1969) Final Prediction Error | 5778.464338 |
Akaike (1973) Log Information Criterion | 8.661888 |
Akaike (1974) Information Criterion | 5778.432887 |
Schwarz (1978) Log Criterion | 8.72237 |
Schwarz (1978) Criterion | 6138.710228 |
Craven-Wahba (1979) Generalized Cross Validation | 5780.807803 |
Hannan-Quinn (1979) Criterion | 5922.18467 |
Rice (1984) Criterion | 5783.249596 |
Shibata (1981) Criterion | 5773.871775 |
Multiple Linear Regression - Analysis of Variance | |||
ANOVA | DF | Sum of Squares | Mean Square |
Regression | 2 | 3898747.251558 | 1949373.625779 |
Residual | 146 | 827004.692165 | 5664.4157 |
Total | 148 | 4725751.943723 | 31930.756376505 |
F-TEST | 344.143814 | ||
p-value | 0 |