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. 2013 Mar 21;22(1):16–26. doi: 10.1002/mpr.1378

Table 2.

Comparison of various LCA (BIC, L 2, classification error, entropy, and relative reduction in L 2)

Model L 2 BIC Number of parameters Classification error Entropy Reduction in L 2 (%)
1 class 6000 −10473 11 0 1.00 0
2 classes 1841 −14536 23 0.0539 0.82 69
3 classes 1341 −14937 35 0.1120 0.74 78
4 classes 1278 −14904 47 0.1559 0.70 79
5 classes 1228 −14858 59 0.1920 0.69 80
3 classes with direct effect 1128 −14986 43 0.1100 0.74 79

BIC, Bayesian information criterion.