Table 1.
Information criteria, Entropy and p-value in Bootstrapped Likelihood Ratio test for up to eight latent classes.
| # Classes | BIC | SABIC | AIC | CAIC | Entropy | BLRT p-value | LRT p-value |
|---|---|---|---|---|---|---|---|
| 1 | 8814.224 | 8788.848 | 8783.929 | 8784.383 | - | - | - |
| 2 | 8795.430 | 8760.539 | 8753.774 | 8754.615 | 0.521 | 0.0000 | 0.0073 |
| 3 | 8788.727 | 8744.319 | 8735.710 | 8737.060 | 0.595 | 0.0000 | 0.2195 |
| 4 | 8779.074 | 8725.151 | 8714.697 | 8716.684 | 0.686 | 0.0000 | 0.0103 |
| 5 | 8787.684 | 8724.245 | 8711.946 | 8714.700 | 0.721 | 0.2667 | 0.4320 |
| 6 | 8790.180 | 8717.226 | 8703.081 | 8706.737 | 0.733 | 0.0128 | 0.0584 |
| 7 | 8795.022 | 8712.551 | 8696.562 | 8701.258 | 0.749 | 0.0300 | 0.3556 |
| 8 | 8807.364 | 8715.378 | 8697.544 | 8703.422 | 0.740 | 0.6667 | 0.2209 |
Note. BIC = Bayesian Information Criterion; SABIC = Sample Size Adjusted BIC; AIC = Akaike Information Criterion; Corrected AIC; BLRT = Bootstrapped Likelihood Ratio Test; LRT = Lo-Mendel-Rubin Likelihood Ratio Test