Table 2.

Model fit statistics for latent profile analysis by number of estimated profile, 2012 Health and Retirement Study/2013 Health Care and Nutrition Study^*

Latent profile	df	Model fit statistic					VLMR
		LL	AIC	BIC	SS-BIC	Entropy	Mean	sd	P
1	70	–196 671	393 481	393 913	393 691		–	–	–
2	106	–192 703	385 617	386 272	385 935	0·82	448·3	407·9	<0·001
3	142	–190 714	381 711	382 589	382 138	0·84	549·7	617·0	<0·001
4	178	–189 696	379 748	380 848	380 282	0·83	435·5	901·8	0·038
5	214	–189 038	378 506	379 827	379 147	0·82	1079·4	1265·2	0·426

LL, log-likelihood; AIC, Akaike information criterion, BIC, Bayesian information criterion; SS-BIC, sample-size-adjusted Bayesian information criterion; VLMR, Vuong–Lo–Mendell–Rubin likelihood ratio test.

^*All estimates and statistical tests account for the complex survey design.