Table 2.
Fit statistics, likelihood ratio tests, and entropy for different class solutions.
| Fit indices |
Likelihood ratio tests |
Entropy | Spill | |||||
|---|---|---|---|---|---|---|---|---|
| LL | BIC | SSBIC | AIC | VLMR | Adjusted LMR | |||
| 1 Class | −45044 | 90361 | 90243 | 90161 | NA | NA | NA | NA |
| 2 Classes | −13095 | 26522 | 26379 | 26279 | 2837.38 (1)*** | 2823.731 (1)*** | 83 | No |
| 3 Classes | −12716 | 25971 | 25739 | 25578 | 757.79 (2)*** | 754.14 (2)*** | 83 | No |
| 4 Classes | −12477 | 25700 | 25379 | 25156 | 478.17 (3)*** | 475.87 (3)*** | 83 | No |
| 5 Classes | −12322 | 25598 | 25188 | 24903 | 308.73 (4) | 307.24 (4) | 81 | Yes |
| 6 Classes | −12224 | 25607 | 25109 | 24761 | 197.02 (5) | 196.07 (5) | 80 | Yes |
LL, loglikelihood; BIC, Bayesian information criterion; SSBIC, sample-size adjusted Bayesian information criterion; AIC, Aikaike information criterion; VLMR, Vuong–Lo–Mendell–Rubin likelihood ratio test for k − 1 (H0) vs. k Classes; Adjusted LMR, Lo–Mendell–Rubin adjusted likelihood ratio test.
***p < 0.001.