Table 3.
2-class | 3-class | 4-class | 5-class | 6-class | |
---|---|---|---|---|---|
AIC | 162,975.51 | 160,272.24 | 159,596.63 | 159,536.54 | 159,526.26 |
BIC | 163,218.75 | 160,572.70 | 159,954.32 | 159,951.46 | 159,998.41 |
Proportions | 52% (n = 4934) | 50% (n = 4746) | 38% (n = 3584) | 33% (n = 3086) | 32% (n = 3041) |
48% (n = 4517) | 29% (n = 2735) | 30% (n = 2857) | 27% (n = 2559) | 27% (n = 2558) | |
21% (n = 1970) | 27% (n = 2591) | 27% (n = 2544) | 26% (n = 2418) | ||
4% (n = 420) | 11% (n = 1078) | 13% (n = 1196) | |||
2% (n = 184) | 2% (n = 235) | ||||
0% (n = 2) | |||||
Entropy | 0.78 | 0.77 | 0.74 | 0.68 | 0.70 |
Classification accuracy* | 94% | 91% | 86% | 80% | 79% |
93% | 92% | 84% | 88% | 88% | |
88% | 89% | 71% | 68% | ||
85% | 72% | 71% | |||
82% | 82% | ||||
100% | |||||
VLMR LRT | p < 0.05 | p < 0.05 | p < 0.05 | p < 0.05 | p = 0.36 |
LMR LRT | p < 0.05 | p < 0.05 | p < 0.05 | p < 0.05 | p = 0.37 |
*Average latent class probabilities for most likely latent class membership