Table 1.
Clustering | Estimator | Intra‐class correlation coefficient | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
0.00 | 0.06 | 0.11 | 0.16 | 0.21 | 0.24 | 0.28 | 0.31 | 0.34 | 0.37 | 0.39 | ||
Loadings | ||||||||||||
Acknowledged | WLSMV | 93.21 | 90.3 | 90.5 | 90.2 | 91.3 | 91.3 | 91.5 | 91.9 | 91.9 | 92.6 | 92.2 |
Ignored | WLSMV | 4.7 | 2.2 | 1.3 | 0.8 | 0.7 | 0.5 | 0.6 | 0.5 | 0.5 | 0.4 | 0.5 |
Ignored | FIML | 0.8 | 0.4 | 0.2 | 0.2 | 0.1 | 0.1 | 0.2 | 0.2 | 0.2 | 0.3 | 0.3 |
Ignored | MCMC2 | 94.9 | 92.0 | 83.2 | 71.9 | 60.6 | 51.2 | 43.4 | 37.3 | 33.0 | 29.0 | 26.8 |
Correlations | ||||||||||||
Acknowledged | WLSMV | 87.21 | 88.4 | 88.2 | 88.6 | 88.9 | 89.3 | 89.5 | 89.5 | 90.5 | 91.3 | 91.4 |
Ignored | WLSMV | 94.4 | 95.5 | 94.5 | 93.8 | 92.3 | 90.9 | 89.0 | 87.9 | 85.9 | 84.1 | 83.4 |
Ignored | FIML | 94.7 | 95.0 | 94.5 | 93.2 | 92.0 | 89.7 | 88.3 | 87.2 | 85.6 | 84.9 | 82.6 |
Ignored | MCMC2 | 95.7 | 95.9 | 94.7 | 94.5 | 93.0 | 91.6 | 89.3 | 88.1 | 86.6 | 85.7 | 83.3 |
Threshold 1 | ||||||||||||
Acknowledged | WLSMV | 97.31 | 95.3 | 94.9 | 94.6 | 95.1 | 95.0 | 95.1 | 95.4 | 95.1 | 95.1 | 94.9 |
Ignored | WLSMV | 95.5 | 87.2 | 79.9 | 75.4 | 71.4 | 67.7 | 65.6 | 63.3 | 61.2 | 59.8 | 58.8 |
Ignored | FIML | 94.9 | 86.1 | 79.3 | 74.4 | 70.2 | 66.9 | 64.7 | 62.4 | 60.3 | 59.4 | 57.9 |
Ignored | MCMC2 | 94.6 | 85.5 | 78.8 | 74.4 | 70.1 | 66.3 | 63.8 | 61.9 | 60.1 | 59.0 | 57.9 |
Threshold 2 | ||||||||||||
Acknowledged | WLSMV | 97.51 | 95.1 | 95.1 | 95.2 | 94.9 | 95.2 | 95.0 | 95.0 | 95.0 | 94.8 | 94.9 |
Ignored | WLSMV | 41.7 | 32.7 | 28.3 | 25.0 | 22.5 | 20.0 | 18.6 | 17.2 | 16.1 | 15.1 | 14.0 |
Ignored | FIML | 15.0 | 14.6 | 12.9 | 11.8 | 10.7 | 9.9 | 8.9 | 8.4 | 7.9 | 7.4 | 7.0 |
Ignored | MCMC2 | 94.4 | 83.6 | 73.9 | 64.0 | 56.2 | 49.7 | 44.3 | 39.6 | 36.1 | 33.2 | 30.9 |
Threshold 3 | ||||||||||||
Acknowledged | WLSMV | 96.71 | 95.3 | 95.4 | 95.1 | 95.2 | 95.2 | 94.8 | 95.3 | 94.8 | 94.9 | 94.5 |
Ignored | WLSMV | 2.3 | 1.8 | 1.4 | 1.2 | 1.1 | 0.9 | 0.7 | 0.6 | 0.6 | 0.4 | 0.4 |
Ignored | FIML | 0.1 | 0.3 | 0.4 | 0.3 | 0.3 | 0.3 | 0.2 | 0.3 | 0.2 | 0.2 | 0.2 |
Ignored | MCMC2 | 94.3 | 82.7 | 63.5 | 46.2 | 33.3 | 25.2 | 18.4 | 14.6 | 11.1 | 8.8 | 7.0 |
Threshold 4 | ||||||||||||
Acknowledged | WLSMV | 96.51 | 94.3 | 94.7 | 94.8 | 94.9 | 95.1 | 94.8 | 95.0 | 94.8 | 94.6 | 94.5 |
Ignored | WLSMV | 0.1 | 0.2 | 0.2 | 0.1 | 0.1 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Ignored | FIML | 0.0 | 0.1 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Ignored | MCMC2 | 94.5 | 79.7 | 55.0 | 33.9 | 19.7 | 12.2 | 7.6 | 5.0 | 3.3 | 2.4 | 1.9 |
Threshold 5 | ||||||||||||
Acknowledged | WLSMV | 95.71 | 94.3 | 94.4 | 95.0 | 94.5 | 95.2 | 95.2 | 94.8 | 94.4 | 94.0 | 93.8 |
Ignored | WLSMV | 0.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Ignored | FIML | 0.5 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Ignored | MCMC2 | 93.9 | 80.8 | 52.1 | 28.3 | 15.7 | 8.3 | 4.5 | 3.0 | 1.8 | 1.4 | 0.8 |
Threshold 6 | ||||||||||||
Acknowledged | WLSMV | 96.21 | 95.1 | 94.8 | 94.8 | 94.8 | 94.9 | 94.9 | 94.6 | 94.0 | 93.9 | 93.7 |
Ignored | WLSMV | 2.0 | 0.5 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Ignored | FIML | 8.9 | 3.3 | 1.4 | 0.5 | 0.3 | 0.1 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Ignored | MCMC2 | 93.6 | 84.3 | 57.9 | 31.7 | 17.5 | 9.6 | 5.3 | 2.9 | 1.7 | 1.0 | 0.6 |
Based on converged outputs (R = 64).
Based on 95% credibility interval.