Table 8 MLEs of the parameters (SEs in parentheses), p-values bellow SE and goodness of fit measures for the Heart transplant data set
From: Generalized logistic distribution and its regression model
Model | σ | β0 | β1 | β2 | γ0 | γ1 | −ℓ(θ) | AIC | AICC | BIC |
|---|---|---|---|---|---|---|---|---|---|---|
E-L {GW} | −1.4147 (0.2824) | 7.2609 (1.3543) < 0.0001 | − 0.1050 (0.0314) 0.0012 | 2.9103 (0.3407) < 0.0001 | −5.7436 (2.6844) 0.0347 | 0.1108 (0.0461) 0.0180 | 165.5161 | 343.0322 | 343.9072 | 358.8406 |
Logistic | 1.0231 (0.0971) | 6.0800 (0.9129) < 0.0001 | −0.0682 (0.0197) 0.0008 | 2.8609 (0.3922) < 0.0001 | – | – | 170.4686 | 348.9372 | 349.3454 | 359.4761 |
Weibull | 1.4897 (0.1348) | 8.1193 (0.9845) < 0.0001 | −0.0951 (0.0215) < 0.0001 | 2.8112 (0.3698) < 0.0001 | – | – | 173.9400 | 355.8800 | 356.5050 | 364.8164 |
Fréchet | −1.7496 (0.1501) | 4.2179 (0.9094) < 0.0001 | −0.0398 (0.0187) 0.0361 | 2.5461 (0.3695) < 0.0001 | – | – | 170.6174 | 349.2348 | 349.8598 | 359.7737 |