Table 3 The validity of BN-MMI and logistic regression method
From: Bayesian network-based missing mechanism identification (BN-MMI) method in medical research
Missing mechanism | Missing rate | BN-MMI | Logistic regression |
|---|---|---|---|
MCAR | 0.05 | 0.9698 | 0.9476 |
0.10 | 0.9727 | 0.9493 | |
0.15 | 0.9686 | 0.9469 | |
0.20 | 0.9697 | 0.9502 | |
MAR | 0.05 | 0.9334 | 0.9479 |
0.10 | 0.9794 | 0.9475 | |
0.15 | 0.9790 | 0.9493 | |
0.20 | 0.9825 | 0.9513 |