Statistics for alternative profile solutions
| Number of profiles | LL | FP | AIC | BIC | SABIC | Entropy | Smallest class % | LMR (p) | BLRT (p) |
|---|---|---|---|---|---|---|---|---|---|
| 2 | −7044.15 | 22 | 14132.31 | 14233.27 | 14163.41 | 0.59 | 45% | 0.003 | 0.000 |
| 3 | −6977.24 | 30 | 14014.48 | 14152.15 | 14056.89 | 0.69 | 11% | 0.020 | 0.000 |
| 4 | −6935.39 | 38 | 13946.77 | 14121.15 | 14000.49 | 0.67 | 8% | 0.216 | 0.000 |
| 5 | −6900.91 | 46 | 13893.83 | 14104.92 | 13958.85 | 0.71 | 6% | 0.165 | 0.000 |
| 6 | −6875.29 | 54 | 13858.58 | 14106.38 | 13934.91 | 0.71 | 3% | 0.310 | 0.000 |
| 7 | −6854.80 | 62 | 13833.61 | 14118.12 | 13921.25 | 0.74 | 3% | 0.328 | 0.000 |
| 8 | −6839.29 | 70 | 13818.58 | 14139.80 | 13917.53 | 0.71 | 3% | 0.760 | 0.008 |
| Number of profiles | LL | FP | AIC | BIC | SABIC | Entropy | Smallest class % | LMR ( | BLRT ( |
|---|---|---|---|---|---|---|---|---|---|
| 2 | −7044.15 | 22 | 14132.31 | 14233.27 | 14163.41 | 0.59 | 45% | 0.003 | 0.000 |
| 3 | |||||||||
| 4 | −6935.39 | 38 | 13946.77 | 14121.15 | 14000.49 | 0.67 | 8% | 0.216 | 0.000 |
| 5 | −6900.91 | 46 | 13893.83 | 14104.92 | 13958.85 | 0.71 | 6% | 0.165 | 0.000 |
| 6 | −6875.29 | 54 | 13858.58 | 14106.38 | 13934.91 | 0.71 | 3% | 0.310 | 0.000 |
| 7 | −6854.80 | 62 | 13833.61 | 14118.12 | 13921.25 | 0.74 | 3% | 0.328 | 0.000 |
| 8 | −6839.29 | 70 | 13818.58 | 14139.80 | 13917.53 | 0.71 | 3% | 0.760 | 0.008 |
Note(s): N = 727. Italics indicate selected model. LL = log-likelihood; FP = free parameters; AIC = Akaike information criterion; BIC = Bayesian information criterion; SABIC = sample-size adjusted Bayesian information criterion; LMR = Lo-Mendell-Rubin test and BLRT = Bootstrapped likelihood ratio test
Source(s): Authors’ own creation
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