Table 3.
Coverage of the 95% confidence intervals for the CLI (β3) in conditions with moderate ICCs (ρIx = ρIy = .20) in study 1
| MCAR (λ1 = 0) | MAR (λ1 = .70) | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| n | J | CD | LD | FCS | JOMO | BLIMP | MDMB | CD | LD | FCS | JOMO | BLIMP | MDMB |
| 10 | 50 | 94.0 | 93.7 | 94.5 | 94.0 | 94.3 | 93.6 | 93.8 | 85.2 | 92.4 | 94.2 | 94.1 | 94.7 |
| 100 | 96.0 | 96.0 | 94.2 | 95.3 | 95.8 | 95.1 | 94.1 | 82.0 | 89.4 | 95.1 | 93.7 | 93.5 | |
| 200 | 93.6 | 93.4 | 89.9 | 93.1 | 93.5 | 93.4 | 95.1 | 66.0 | 80.9 | 96.6 | 95.3 | 94.8 | |
| 500 | 94.6 | 94.7 | 78.8 | 94.6 | 94.9 | 94.0 | 94.8 | 32.8 | 58.9 | 97.4 | 94.7 | 94.1 | |
| 1000 | 94.8 | 95.2 | 68.1 | 96.1 | 95.4 | 95.5 | 96.4 | 7.5 | 31.5 | 99.1 | 95.6 | 95.3 | |
| 20 | 50 | 93.5 | 92.9 | 92.6 | 93.3 | 93.6 | 93.1 | 93.8 | 85.5 | 91.5 | 95.4 | 95.1 | 94.1 |
| 100 | 94.5 | 94.1 | 90.8 | 94.8 | 93.9 | 94.5 | 94.9 | 75.6 | 87.2 | 96.1 | 95.5 | 94.5 | |
| 200 | 95.2 | 95.9 | 90.1 | 96.1 | 96.2 | 95.9 | 93.7 | 59.7 | 77.7 | 95.9 | 93.2 | 93.8 | |
| 500 | 95.2 | 94.9 | 79.9 | 94.8 | 94.9 | 94.2 | 96.0 | 21.5 | 50.4 | 98.1 | 94.1 | 95.4 | |
| 1000 | 94.7 | 94.6 | 62.5 | 94.8 | 94.6 | 94.2 | 94.9 | 2.1 | 21.1 | 98.7 | 91.4 | 93.9 | |
Note. Coverage rates below 92.5% are printed in bold. n = level 1 sample size; J = level 2 sample size; CD = complete data; LD = listwise deletion; FCS = multilevel MI (fully conditional specification); JOMO = substantive-model-compatible multilevel MI (joint modeling); BLIMP = substantive-model-compatible multilevel MI (fully conditional specification); MDMB = substantive-model-compatible multilevel MI (sequential modeling). The Monte Carlo error ranged from 0.2% to 1.1% (median 0.5%)