Table 2 Fitting statistics for a latent profile model of loneliness in rural older adults
Model | Loglikelihood | AIC | BIC | aBIC | Entropy | P value | Profile probability | |
|---|---|---|---|---|---|---|---|---|
LMRT | BLRT | |||||||
1-profile | -31842.132 | 63800.263 | 64062.545 | 63878.388 | N/A | N/A | N/A | 1 |
2-profile | -29804.233 | 59784.467 | 60182.411 | 59903.001 | 0.957 | < 0.001 | < 0.001 | 0.60/0.40 |
3-profile | -28698.528 | 57633.055 | 58166.662 | 57791.998 | 0.979 | < 0.001 | < 0.001 | 0.55/0.32/0.13 |
4-profile | -28150.960 | 56597.921 | 57267.191 | 56797.273 | 0.968 | 0.190 | < 0.001 | 0.36/0.20/0.31/0.13 |
5-profile | -27750.936 | 55857.872 | 56662.804 | 56097.634 | 0.963 | 0.224 | < 0.001 | 0.14/0.29/0.16/0.27/0.13 |