Table 4.
Model performance based on the predictive test dataset across 100 repetitions
Model | Fitting performance parameters | Model rank | ||
---|---|---|---|---|
MAE | MSE | MAE | MSE | |
OLS regression | 0.137606 | 0.035486 | 4 | 3 |
CLAD | 0.134726 | 0.037013 | 1 | 4 |
Gamma-log GLM | 0.135979 | 0.035475 | 3 | 2 |
ALDVMM3 components | 0.135785 | 0.035091 | 2 | 1 |
ALDVMM adjusted limited dependent variable mixture model, CLAD censored least absolute deviation, GLM generalised linear model, MAE mean absolute error, MSE mean-squared error, OLS ordinary least squares