Method | Missing Rate | MCAR | MAR | MAR/MNAR | MNAR |
---|---|---|---|---|---|
SSSa | 10% | 0.8370 | 0.9355 | 0.9225 | 0.9355 |
 | 40% | 0.5705 | 0.6125 | 0.5750 | 0.5600 |
Modified SSSb (Dawson Weight) | 10% | 0.8165 | 0.9000 | 0.8810 | 0.8970 |
 | 40% | 0.4445 | 0.3755 | 0.3660 | 0.3000 |
Modified SSSb (Population Weight) | 10% | 0.8240 | 0.9075 | 0.8910 | 0.9075 |
 | 40% | 0.4990 | 0.4150 | 0.4105 | 0.3850 |
Modified SSSb (SSTime Weight) | 10% | 0.8220 | 0.8675 | 0.8820 | 0.8990 |
 | 40% | 0.4770 | 0.3075 | 0.3795 | 0.3780 |
Fisherc | 10% | 0.7655 | 0.6940 | 0.6710 | 0.6855 |
 | 40% | 0.3240 | 0.1505 | 0.1460 | 0.1195 |
Weighted Z-Transformd | 10% | 0.8265 | 0.9080 | 0.8965 | 0.9085 |
 | 40% | 0.4990 | 0.4440 | 0.4355 | 0.4130 |