TABLE 1.
# of classes | Class proportions % (n) | Log likelihood | Bayesian information criterion (BIC) | Sample adjusted BIC (SABIC) | Akaike information criterion (AIC) | Consistent AIC (cAIC) | Entropy | Bootstrapped likelihood ratio test (p) | Mean posterior probability | % posterior probability >0.80 |
---|---|---|---|---|---|---|---|---|---|---|
1 | 100.0% (315) | −5458.26 | 11,071.84 | 10,986.20 | 10,970.52 | 11,098.84 | 1.00 | Not computed, initial reference model | 100.0% | 100.0% |
2 | Class 1: 35.9% (113) | −5364.77 | 11,045.94 | 10,871.49 | 10,839.54 | 11,100.94 | 0.72 | 186.97 (0.01) | Class 1: 85.3% | Class 1: 71.7% |
Class 2: 64.1% (202) | Class 2: 95.3% | Class 2: 91.6% | ||||||||
3 | Class 1: 16.5% (52) | −5337.20 | 11,151.86 | 10,888.61 | 10,840.40 | 11,234.86 | 0.67 | 55.15 (0.41) | Class 1: 78.7% | Class 1: 48.1% |
Class 2: 47.6% (150) | Class 2: 90.0% | Class 2: 80.0% | ||||||||
Class 3: 35.9% (113) | Class 3: 87.0% | Class 3: 77.0% | ||||||||
4 | Class 1: 15.2% (48) | −5297.46 | 11,233.46 | 10,881.39 | 10,816.92 | 11,344.46 | 0.74 | 79.48 (0.02) | Class 1: 87.8% | Class 1: 70.8% |
Class 2: 21.6% (68) | Class 2: 83.3% | Class 2: 63.2% | ||||||||
Class 3: 27.0% (85) | Class 3: 82.0% | Class 3: 63.5% | ||||||||
Class 4: 36.2% (114) | Class 4: 88.7% | Class 4: 77.2% | ||||||||
5 | Class 1: 14.0% (44) | −5278.64 | 11,356.89 | 10,916.02 | 10,835.28 | 11,495.89 | 0.75 | 37.64 (0.46) | Class 1: 81.5% | Class 1: 59.1% |
Class 2: 27.0% (85) | Class 2: 87.3% | Class 2: 71.8% | ||||||||
Class 3: 18.7% (59) | Class 3: 77.1% | Class 3: 52.5% | ||||||||
Class 4: 32.4% (102) | Class 4: 87.3% | Class 4: 77.5% | ||||||||
Class 5: 7.9% (25) | Class 5: 88.0% | Class 5: 72.0% |
Note: All models presented have varying variances and covariances.