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. Author manuscript; available in PMC: 2013 Jul 29.
Published in final edited form as: Multivariate Behav Res. 2011 Apr 19;46(2):266–302. doi: 10.1080/00273171.2011.556549

Table 7.

Percentage of times enumerated by the fit indices for different number of classes when δ = 2 in Study III

# of Classes Model w/o Covariates
Model with Covariates
1 2 3 4 5 1 2 3 4 5
N=200 AIC 0.5 26.0 40.5 25.5 7.5 1.5 29.5 36.5 25.5 7.0
BIC 15.5 77.5 7.0 0 0 1.5 90.5 8.0 0 0
ABIC 0.5 30.5 43.5 21.0 4.5 1.5 31.5 40.0 21.0 6.0
LMR 15.5 66.0 16.5 2.0 0 17.0 65.0 17.5 0.5 0
ALMR 16.0 66.0 16.5 1.5 0 18.5 65.5 16.0 0 0
BLRT 1.0 57.5 39.0 2.5 0 3.0 64.0 32.5 0.5 0
N=400 AIC 0.5 9.5 33.5 30.0 26.5 0 9.5 52.5 20.5 17.5
BIC 0.5 70.5 29.0 0 0 0 74.0 26.0 0 0
ABIC 0.5 24.0 51.5 19.0 5.0 0 14.0 71.5 11.5 3.0
LMR 2.5 57.0 35.5 4.5 0.5 5.5 43.5 47.5 2.0 1.5
ALMR 3.0 57.5 35.5 3.5 0.5 6.0 44.0 46.5 2.0 1.5
BLRT 0.5 28.0 61.0 9.5 1.0 1.0 21.0 75.5 2.5 0
N=1000 AIC 0 0 9.5 52.0 38.5 0 0.5 47.5 31.5 20.5
BIC 0 31.5 62.5 6.0 0 0 3.5 96.5 0 0
ABIC 0 3.5 46.5 47.0 3.0 0 0.5 93.5 6.0 0
LMR 0 47.0 33.0 18.0 2.0 0.5 10.0 77.5 12.0 0
ALMR 0 48.0 33.0 17.0 2.0 1.0 10.0 78.0 11.0 0
BLRT 0 6.0 41.0 50.5 2.5 2.0 15.5 73.5 9.0 0
N=2000 AIC 0 1.5 2.0 38.5 58.0 0 0 44.5 38.0 17.5
BIC 0 5.0 59.0 35.0 1.0 0 0 99.5 0.5 0
ABIC 0 2.0 15.5 74.0 8.5 0 0 90.0 10.0 0
LMR 0 36.5 36.0 20.0 7.5 0 4.0 76.5 18.5 1.0
ALMR 0 37.5 36.0 19.5 7.0 0 4.0 77.5 17.5 1.0
BLRT 0 4.5 19.0 62.5 14.0 1.0 14.0 63.0 21.5 0.5