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. Author manuscript; available in PMC: 2017 May 1.
Published in final edited form as: Depress Anxiety. 2015 Oct 12;33(5):444–451. doi: 10.1002/da.22440

Table 1.

Information Criteria and Likelihood Ratio Tests for Trajectory Models with 1 to 5 Classes

Information Criteria
Likelihood ratio tests
AIC
BIC
ABIC
LMR
VLMR
BLRT
Number of classes
1 3069 3109 3081
2 2507 2569 2524 572.6 *** 555.4 *** 572.6 ***
3 2402 2487 2427 114.2 * 110.7 * 114.2 ***
4 2252 2359 2283 160.4 * 155.6 * 160.4 ***
5 2184 2313 2221 78.0 75.7 78.0 ***

AIC = Aikake Information Criterion; BIC = Bayesian Information Criterion; ABIC = Sample-Size Adjusted Bayesian Information Criterion; LMR = Lo-Mendell-Rubin Likelihood Ratio Test; VLMR = Vuong-Lo-Mendell-Rubin Likelihood Ratio Test; BLRT = Bootstrapped Likelihood Ratio Test;

***

= p < .001;

*

= p < .05.