. Author manuscript; available in PMC: 2019 Oct 1.

Published in final edited form as: J Acad Nutr Diet. 2018 Jul 24;118(10):1844–1854. doi: 10.1016/j.jand.2018.04.017

Table 2.

Fit statistics for unconditional latent class analysis model of 13 measures of food acquisition and shopping habits of 466 participants from disadvantaged communities in a study of food access, food shopping, and food security in South Carolina (2013–2014)

No. of classes	Likelihood	Bayesian Information Criteria	Akaike Information Criteria	Entropy R²	No. parameter	Classification Errors	Bootstrap likelihood ratio test^a
2	−3602.70	7371.30	7259.41	0.77	27	0.07	--

3	−3535.83	7323.57	7153.66	0.75	41	0.11	<.001

4	−3504.00	7345.94	7118.01	0.74	55	0.14	<.001
5	−3476.07	7376.09	7090.14	0.76	69	0.15	<.001

Test did not go beyond five classes, because less than 10% of participants were classified into one of the classes.

P value for k-class vs. (k+1) - class solution