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Table 3 Model fit statistics for the LPA
Profile | Log-likelihood | Npar | AIC | BIC | SABIC | CAIC | Entropy | Relative frequency of smallest profile (number) | Average classification probabilities |
|---|---|---|---|---|---|---|---|---|---|
1 | -31729.49 | 16 | 63490.98 | 63584.29 | 63533.45 | 63600.29 | - | - | - |
2 | -30715.50 | 25 | 61481 | 61626.8 | 61547.37 | 61651.8 | 0.98 | 5% (125) | 0.96 |
3 | -30166.35 | 34 | 60400.71 | 60599 | 60490.97 | 60633 | 0.99 | 0% (1) | 0.96 |
4 | -29668.25 | 43 | 59422.51 | 59673.28 | 59536.66 | 59716.28 | 0.87 | 0% (1) | 0.92 |
5 | -29235.54 | 52 | 58575.08 | 58878.35 | 58713.13 | 58930.35 | 0.87 | 0% (1) | 0.92 |
6 | -28818.19 | 61 | 57758.39 | 58114.14 | 57920.33 | 58175.14 | 0.89 | 0% (1) | 0.93 |
7 | -28427.99 | 70 | 56995.98 | 57404.22 | 57181.81 | 57474.22 | 0.90 | 0% (1) | 0.94 |
8 | -28038.89 | 79 | 56235.78 | 56696.51 | 56445.51 | 56775.51 | 0.90 | 0% (1) | 0.95 |
9 | -27655.72 | 88 | 55487.43 | 56000.65 | 55721.05 | 56088.65 | 0.90 | 0% (1) | 0.96 |
10 | -27447.57 | 97 | 55089.15 | 55654.85 | 55346.66 | 55751.85 | 0.91 | 0% (1) | 0.96 |