Table 3.
Maximum Likelihood Estimates, Considering the Non-Mixture Model with the EE, FR, and GMW Distributions where the Covariate is Including in Cure Fraction π for the Bladder Cancer data
| Model | Parameter | Estimate | 95% Confidence interval | AIC | BIC | HQIC |
|---|---|---|---|---|---|---|
| EE | α | 0.47932 | (0.05423, 0.90440) | 1191.921 | 1201.692 | 1195.851 |
| λ | 0.03948 | (0.01374, 0.06523) | ||||
| ɳ 0 | -0.78307 | (-1.63424, 0.06811) | ||||
| ɳ 1 | 0.63038 | (0.11562, 1.14514) | ||||
| π0 | 0.4619 | (0.03667, 0.77087) | ||||
| π1 | 0.6172 | (0.19733, 0.91360) | ||||
| FR | α | 0.37055 | (0.33982, 0.40129) | 1193.983 | 1203.754 | 1197.913 |
| β | 169.6564 | (163.6185, 175.6943) | ||||
| ɳ 0 | -4.50417 | (-6.37051, -2.63783) | ||||
| ɳ 1 | 1.24731 | (0.13213, 2.36248) | ||||
| π0 | 0.037081 | (0.000003, 0.4316) | ||||
| π1 | 0.1182 | (0.00222, 0.88965) | ||||
| GMW | α | 2.22249 | (1.47529, 2.96970) | 1194.323 | 1217.864 | 1200.218 |
| β | 40.8064 | (6.58439, 75.02841) | ||||
| γ | 0.12658 | (0.067864, 0.18530) | ||||
| λ | 0.00694 | (-0.00257, 0.01645) | ||||
| ɳ 0 | -1.0944 | (-2.61451, 0.42571) | ||||
| ɳ 1 | 0.66673 | (0.01252, 1.32094) | ||||
| π0 | 0.39468 | (0.06901, 0.85153) | ||||
| π0 | 0.55948 | (0.06982, 0.95554) |
AIC, Akaike Information Criteria; BIC, Bayesian Information Criteria; HQIC, Hannan-Quinn Information Criteria