Table 3. Experiment II – Study II – : MC Mean and MC SD are the respective average values (Mean) and the corresponding standard deviations (SD) of the MCEM estimates across all samples from fitting SN-CR, ST-CR, SCN-CR, ST -CR and SCN -CR models.
| Fit | Statistics | Criteria | |||||
|---|---|---|---|---|---|---|---|
| MC Mean | MC SD | BIAS | MSE | MC AIC | MC BIC | ||
| SN-CR | −2.5447 | 0.5001 | 3.5447 | 12.8124 | |||
| −1.1524 | 0.1255 | 0.1640 | 0.0388 | ||||
| −4.7063 | 0.4903 | 0.7236 | 0.7369 | 993.5653 | 1026.5484 | ||
| MC Mean | MC SD | BIAS | MSE | MC AIC | MC BIC | ||
| ST-CR | −0.1049 | 0.3875 | 1.1049 | 1.3694 | |||
| −0.9752 | 0.1037 | 0.0862 | 0.0113 | ||||
| −3.8768 | 0.4076 | 0.3396 | 0.1797 | 946.4920 (3*) | 962.9836 (2*) | ||
| MC Mean | MC SD | BIAS | MSE | MC AIC | MC BIC | ||
| SCN-CR | 0.0651 | 0.3882 | 0.9349 | 1.0232 | |||
| −0.9751 | 0.1025 | 0.0836 | 0.0110 | ||||
| −3.8720 | 0.4031 | 0.3380 | 0.1772 | 947.6776 | 964.1692 (3*) | ||
| MC Mean | MC SD | BIAS | MSE | MC AIC | MC BIC | ||
| ST -CR | −2.8953 | 0.4419 | 3.8953 | 15.3664 | |||
| −1.0503 | 0.0959 | 0.0850 | 0.0116 | ||||
| −4.2305 | 0.3831 | 0.3568 | 0.1985 | 936.5145 (1*) | 953.0061 (1*) | ||
| MC Mean | MC SD | BIAS | MSE | MC AIC | MC BIC | ||
| SCN -CR | −2.5667 | 0.4444 | 3.5667 | 12.9167 | |||
| −1.0828 | 0.1016 | 0.1043 | 0.0171 | ||||
| −4.3755 | 0.4135 | 0.4456 | 0.3103 | 942.9701 (2*) | 966.0584 |