Table 3.
N Latent Classes | AIC | BIC | Log- Likelihood | Entropy | L-M-R ALRT p | Latent Class N’s |
---|---|---|---|---|---|---|
1 | 4760.732 | 4784.799 | −2373.366 | 1.000 | -- | 230 |
2 | 4552.490 | 4590.309 | −2265.245 | 0.722 | 0.0038 | 134, 96 |
3 | 4476.051 | 4527.622 | −2223.026 | 0.779 | 0.0058 | 43, 135, 52 |
4 | 4467.800 | 4533.124 | −2214.900 | 0.690 | 0.4149 | 27, 88, 80, 35 |
5 | 4465.164 | 4544.240 | −2209.582 | 0.710 | 0.2323 | 25, 59, 89, 48, 9 |
3* | 4467.644 | 4498.587 | −2224.822 | 0.774 | 0.0070 | 47, 133, 50 |
AIC = Akaike Information Criterion; BIC = Bayesian Information Criterion; L-M-R ALRT p = Lo-Mendell-Rubin Adjusted Likelihood Ratio Test p-value
Final 3-class model after removing slope and quadratic terms