Table 3.
No. of classes | ||||||
---|---|---|---|---|---|---|
1 | 2 | 3 | 4 | 5 | ||
Cell frequencies per class | 1 | 131 | 21 | 31 | 29 | 13 |
2 | 110 | 37 | 64 | 16 | ||
3 | 63 | 19 | 63 | |||
4 | 19 | 17 | ||||
5 | 22 | |||||
Model fit information | ||||||
No. of free parameters | 6 | 10 | 14 | 18 | 22 | |
LL | −375.771 | −366.621 | −355.446 | −351.007 | −346.084 | |
AIC | 763.542 | 753.242 | 738.892 | 738.015 | 736.169 | |
BIC | 780.793 | 781.994 | 779.145 | 789.768 | 799.423 | |
ssaBIC | 761.816 | 750.365 | 734.864 | 732.836 | 729.839 | |
Entropy | NAa | 0.799 | 0.867 | 0.821 | 0.826 | |
VLMRT | NAa | 0.001 | 0.039 | 0.170 | 0.589 | |
aLMRT | NAa | 0.002 | 0.047 | 0.187 | 0.604 | |
PBLRT | NAa | <0.001 | <0.001 | 0.333 | 0.308 |
LL, Log likelihood; AIC, Akaike's Information Criterion; BIC, Bayesian Information Criterion; ssaBIC, Sample-size adjusted Bayesian Information Criterion; VLMRT, Vuong–Lo–Mendell–Rubin Likelihood-Ratio Test (p-value); aLMRT, Lo–Mendell–Rubin adjusted Likelihood-Ratio Test (p-value); PBLRT, Parametric Bootstrap-Likelihood-Ratio Test (p-value);
not available for the one-class model.