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. 2016 Dec 18;3:89–98. doi: 10.1016/j.ssmph.2016.12.009

Table A1.

Fit Statistics for LCA Models with 1 through 10 Classes.

Number of classes: 1 2 3 4 5 6 7 8 9 10
AIC 3,217,801 3,118,674 3,074,641 3,066,825 3,032,764 3,028,037 3,014,272 3,009,949 3,010,067 3,007,668
BIC 3,217,963 3,118,989 3,075,108 3,067,443 3,033,534 3,028,959 3,015,346 3,011,175 3,011,445 3,009,198
Sample Adjusted BIC 3,217,912 3,118,890 3,074,961 3,067,249 3,033,293 3,028,670 3,015,009 3,010,791 3,011,013 3,008,718
Entropy n/a 0.89 0.88 0.76 0.83 0.82 0.78 0.77 0.80 0.77
Percent in smallest class 100 38.5 22.5 14.4 8.3 8.3 6.1 3.7 5.2 1.6
Number of parameters 16 31 46 61 76 91 106 121 136 151