Table 1.
Latent class analysis models fit statistics
| k | LL | #FP | Scaling | AIC | CAIC | BIC | SABIC | AWE | LMR-LRT (p) | BF | cmP | Entropy |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | -24409.318 | 32 | 2.000 | 48882.635 | 48883.580 | 49065.888 | 48964.218 | 49409.142 | NA | 0.000 | 0.000 | NA |
| 2 | -22701.662 | 65 | 1.962 | 45533.324 | 45537.220 | 45905.557 | 45699.041 | 46602.789 | 0.000 | 0.000 | 0.000 | 0.810 |
| 3 | -22104.333 | 98 | 1.967 | 44404.667 | 44413.613 | 44965.879 | 44654.516 | 46017.090 | 0.000 | 0.000 | 0.000 | 0.795 |
| 4 | -21916.712 | 131 | 1.949 | 44095.424 | 44111.615 | 44845.615 | 44429.406 | 46250.807 | 0.695 | 0.000 | 0.000 | 0.809 |
| 5 | -21754.983 | 164 | 1.960 | 43837.965 | 43863.700 | 44777.137 | 44256.080 | 46536.308 | 0.766 | 0.019 | 0.019 | 0.758 |
| 6 | -21623.551 | 197 | 2.005 | 43641.103 | 43678.790 | 44769.254 | 44143.351 | 46882.404 | 0.760 | >150.000 | 0.981 | 0.758 |
| 7 | -21531.882 | 230 | 1.959 | 43523.763 | 43575.928 | 44840.894 | 44110.144 | 47308.025 | 0.809 | NA | 0.000 | 0.765 |
k: number of classes, LL log-likelihood, #FP Number of free parameters, Scaling Scaling factor associated with MLR loglikelihood estimates, AIC Akaike information criterion, CAIC Consistent AIC, BIC Bayesian information criterion, SABIC Sample-size adjusted BIC, AWE Approximate weight of evidence, BF Bayes factor, cmP Approximate correct model probability, LMR-LRT Adjusted Lo-Mendel-Rubin likelihood ratio test. Bolded values indicate best fit for each respective statistic