| OLS | Tobit | GLM Gaussian log link | Response Mapping |
---|---|---|---|---|
Mean Absolute Error (MAE) | 0.147 | 0.147 | 0.149 | 0.156 |
Root Mean Square Error (RMSE) | 0.197 | 0.197 | 0.198 | 0.199 |
Number of observations with Absolute Error (AE) > 0.05 | 1919 | 1892 | 1951 | 2141 |
Percentage of observations with AE > 0.05 | 75% | 74% | 76% | 83% |
Number of observations with AE > 0.1 | 1371 | 1361 | 1403 | 1545 |
Percentage of observations with AE > 0.1 | 53% | 53% | 55% | 60% |
Akaike Information Criteria (AIC) | − 1027 | − 817 | − 1003 | N/A |
Bayesian Information Criteria (BIC) | − 927 | − 711 | − 903 | N/A |