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. Author manuscript; available in PMC: 2021 Feb 1.
Published in final edited form as: J Fam Nurs. 2019 Dec 25;26(1):26–37. doi: 10.1177/1074840719894016

Table 3.

Model-fit Indices for Four Latent Class Models of Family Social Environment of Analytic Sample, Minnesota, 2011–2012 (N=154)

Index Number of classes

2 3 4 5

χ2 242.777 156.794 68.522 65.416
χ 2 degree of freedom 174 165 156 147
χ 2 p-value 0.0004 0.6637 >.05 >.05
AIC 1471.099 1431.908 1400.727 1405.042
BIC 1531.838 1523.016 1522.205 1556.890
Adjusted BIC 1468.535 1428.062 1395.599 1398.632
Log likelihood −715.550 −685.954 −660.363 −652.521
LMR probability <.0005 0.0027 0.0103 0.1235
Entropy 0.981 0.961 0.942 0.949

AIC= Akaike information criterion; BIC= Bayesian information criterion; LMR= Lo-Mendell-Rubin