Patterns of changes in serum lipid profiles in prediabetic subjects: results from a 16-year prospective cohort study among first-degree relatives of type 2 diabetic patients

Table 3 Model fitting criteria for prediabetic subjects by latent Markov analysis

Fitted models	Log Likelihood	BIC	AIC	Number of parameter^a	Classification. Error	Entropy R-squared
2-State 1-Class	−54,789.4762	109,714.1020	109,616.9523	19	0.0920	0.6052
2-State 2-Class	−54,782.2414	109,728.0850	109,610.4828	23	0.0944	0.5924
2-State 3-Class	−54,782.1874	109,756.4296	109,618.3748	27	0.0944	0.5925
3-State 1-Class	−53,737.2923	107,702.2051	107,538.5846	32	0.1421	0.6681
3-State 2-Class	−53,722.8693	107,737.3773	107,527.7385	41	0.1412	0.6695
3-State 3-Class	−53,717.2883	107,790.2337	107,534.5766	50	0.1427	0.6656

^aParameters are those unknown quantities that are estimated during the fitting of LMM

ISSN: 1476-511X