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. Author manuscript; available in PMC: 2018 Aug 1.
Published in final edited form as: J Youth Adolesc. 2016 Dec 1;46(8):1821–1838. doi: 10.1007/s10964-016-0620-1

Table 4.

Fit Statistics for Growth Mixture Models with Different Number of Trajectory Groups

No. of Group No. of parameter Log likelihood AIC BIC Entropy pBLRT pLMR
1 18 −5632.68 11301.35 11383.25 --- --- ---
2 25 −5139.69 10329.38 10443.12 0.76 0.00 0.00
3 32 −4943.14 9950.28 10095.87 0.79 0.00 0.01
4 39 −4859.00 9795.99 9973.43 0.75 0.00 0.22
5 46 −4807.90 9707.81 9917.09 0.73 0.00 0.03
6 53 −4773.98 9653.95 9895.08 0.72 0.00 0.84
7 60 −4743.38 9606.75 9879.73 0.75 0.00 0.05
8 67 −4721.31 9576.61 9881.44 0.72 0.00 0.22
9 74 −4702.94 9553.89 9890.56 0.72 0.00 0.62
10 81 −4686.12 9534.24 9902.76 0.72 0.00 0.11

Note. AIC = Akaike’s Information Criterion; BIC = Bayesian Information Criterion; pBLRT = p values for the bootstrap likelihood ratio test for K versus K − 1 classes; PLMR = Lo–Mendell–Rubin likelihood ratio test for K versus K − 1 classes.