From: Associations between data-driven lifestyle profiles and cognitive function in the AusDiab study
Statistic | 1 profile | 2 profiles | 3 profiles | 4 profiles | 5 profiles | 6 profiles |
---|---|---|---|---|---|---|
Log-likelihood | -40613.06 | -39871.65 | -39498.89 | -39316.81 | -39158.07 | -39082.47 |
FP | 10 | 18 | 26 | 34 | 42 | 50 |
AIC | 81246.11 | 79894.90 | 79049.78 | 78701.61 | 78400.14 | 78264.93 |
BIC | 81310.34 | 79894.90 | 79216.76 | 78919.98 | 78669.88 | 78586.05 |
adjusted BIC | 81278.56 | 79837.70 | 79134.14 | 78811.94 | 78536.42 | 78427.17 |
Entropy | N/A | 0.90 | 0.88 | 0.86 | 0.88 | 0.77 |
aLMR-LRT | N/A | 1461.13, P < 0.0001 | 734.62, P < 0.0001 | 358.84, P < 0.0001 | 312.83, P < 0.0001 | 149.00, P = 0.139 |
BLRT | N/A | P < 0.0001 | P < 0.0001 | P < 0.0001 | P < 0.0001 | P < 0.0001 |
Class proportions | 100% | 88.5%, 11.5% | 76.3%, 18.7%, 5% | 62.6%, 23.9%, 9.5%, 4.0% | 59.1%, 24.1%, 10.4%, 3.8%, 2.6% | 33.3%, 25.0%, 25.0%, 10.4%, 3.8%, 2.6% |