Table 3.
Nominal Levels | ||||||||
---|---|---|---|---|---|---|---|---|
Estimator | 0.01 | 0.05 | 0.10 | 0.20 | 0.01 | 0.05 | 0.10 | 0.20 |
Experiment 1 | ||||||||
Under H0 : F1 (t) = F2 (t) | Under H1 : F1 (t) ≠ F2 (t) | |||||||
EM-PAVA | 0.0120 | 0.0560 | 0.0950 | 0.1920 | 0.9000 | 0.9800 | 0.9900 | 1.0000 |
Oracle EFFAIPW | 0.0090 | 0.0500 | 0.0900 | 0.1820 | 0.6150 | 0.7950 | 0.8650 | 0.9350 |
type I NPMLE | 0.0130 | 0.0550 | 0.1020 | 0.1970 | 0.6200 | 0.7650 | 0.8450 | 0.9000 |
type II NPMLE | 0.0060 | 0.0490 | 0.1020 | 0.2020 | 0.4400 | 0.5150 | 0.5550 | 0.5900 |
Experiment 2 | ||||||||
Under H0 : F1 (t) = F2 (t) | Under H1 : F1 (t) ≠ F2 (t) | |||||||
EM-PAVA | 0.0170 | 0.0551 | 0.1022 | 0.2094 | 0.9950 | 0.9950 | 0.9950 | 1.0000 |
Oracle EFFAIPW | 0.0140 | 0.0600 | 0.1100 | 0.2050 | 0.9950 | 0.9950 | 0.9950 | 1.0000 |
type I NPMLE | 0.0080 | 0.0550 | 0.1120 | 0.2100 | 0.9200 | 0.9400 | 0.9500 | 0.9600 |
type II NPMLE | 0.0100 | 0.0550 | 0.1120 | 0.2150 | 0.7000 | 0.7300 | 0.7500 | 0.7700 |