Table 1.
Number of Profiles | Log-likelihood | Degrees of freedom | Akaike Information Criteria | Bayesian Information Criteria | Entropy | Likelihood ratio test (p-value) |
---|---|---|---|---|---|---|
1 | −204822.7 | 16 | 409677.5 | 409786.1 | 1.00 | NA |
2 | −201122.9 | 25 | 402295.7 | 402465.5 | 0.95 | 7384.27 (<0.001) |
3 | −200226.8 | 34 | 400521.7 | 400752.6 | 0.93 | 1790.28 (<0.001) |
4 | −199959.5 | 43 | 400005.1 | 400297.1 | 0.88 | 530.50 (<0.001) |
5 | −197275.0 | 52 | 394654.1 | 395007.2 | 0.86 | 5341.76 (<0.001) |
6 | −196888.3 | 61 | 393898.7 | 394312.9 | 0.93 | 1250.72 (<0.001) |
7 | −196519.7 | 70 | 393179.4 | 393654.7 | 0.85 | 241.70 (<0.001) |
Note: Latent profile selected shown in bold.