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. 2015 Aug;105(8):1596–1603. doi: 10.2105/AJPH.2015.302644

TABLE 2—

Log-Likelihood and Information Criteria for Alternative Latent Class Models: British National Child Development Study, 1981, 1991, 2000, and 2002–2004

No. of Classes Parameters Log-Likelihood AIC BIC ssa BIC Entropy BLRT P
Men
1 9 −18 503.599 37 025.197 37 083.798 37 055.199 1.000
2 19 −15 402.771 30 843.543 30 967.255 30 906.880 0.927 6 201.655 .001
3 29 −14 821.097 29 700.194 29 889.018 29 796.867 0.947 1 163.348 .001
4 39 −14 548.412 29 174.824 29 428.760 29 304.831 0.932 545.371 .001
5 49 −14 296.983 28 691.966 29 011.014 28 855.309 0.909 502.857 .001
6 59 −14 176.065 28 470.130 28 854.289 28 666.807 0.922 241.837 .001
7 69 −14 072.910 28 283.821 28 733.092 28 513.834 0.925 206.309 .001
8 79 −13 990.324 28 138.648 28 653.031 28 401.997 0.912 165.172 .001
9 89 −13 943.867 28 065.734 28 645.229 28 362.418 0.920 92.914 .001
10 99 −13 909.547 28 017.095 28 661.701 28 347.114 0.923 68.639 .001
Women
1 9 −20 063.467 40 144.933 40 204.037 40 175.438 1.000
2 19 −16 423.428 32 884.855 33 009.631 32 949.255 0.944 7 280.078 .001
3 29 −15 816.767 31 691.533 31 881.980 31 789.827 0.962 1 213.322 .001
4 39 −15 529.946 31 137.891 31 394.009 31 270.080 0.941 573.642 .001
5 49 −15 306.326 30 710.653 31 032.442 30 876.736 0.918 447.239 .001
6 59 −15 103.758 30 325.516 30 712.976 30 525.494 0.905 405.137 .001
7 69 −15 003.290 30 144.579 30 597.711 30 378.451 0.917 200.937 .001
8 79 −14 917.217 29 992.434 30 511.237 30 260.201 0.920 172.145 .001
9 89 −14 856.621 29 891.242 30 475.716 30 192.903 0.928 121.192 .001
10 99 −14 813.435 29 824.869 30 475.015 30 160.425 0.916 86.334 .001

Note. AIC = Akaike information criterion; BIC = Bayesian information criterion; BLRT = bootstrapped likelihood ratio test comparison for N vs N − 1 class models; ssa BIC = sample-size-adjusted Bayesian information criterion.