Log-likelihood | % reduction in LL from a previous model | BIC | LMR p value | % of significant* bivariate residuals | |
---|---|---|---|---|---|
1 cluster | −98 807 | – | 197 764 | – | 100 |
2 clusters | −85 254 | 14 | 170 819 | <0.001 | 97.5 |
3 clusters | −81 974 | 4 | 164 419 | <0.001 | 64.2 |
4 clusters | −79 633 | 3 | 159 898 | <0.001 | 54.8 |
5 clusters | −78 181 | 2 | 157 155 | <0.001 | 45.8 |
6 clusters | −77 499 | 1 | 155 950 | <0.001 | 40 |
7 clusters | −76 978 | 1 | 155 068 | <0.001 | 40 |
*Values greater than 1.96 indicate significance.
BIC, Bayesian Information Criterion; LL, Log-likelihood; LMR, Lo, Mendell and Rubin adjusted likelihood test.