Table 3.
Fit indices for LCA.
| LL | BIC | AIC | AIC3 | Npar | df | p value BLRT | Entropy R2 | |
|---|---|---|---|---|---|---|---|---|
| 1-Cluster | −9439.000 | 18984.648 | 18908.000 | 18923.000 | 15 | 1,209 | 0.000 | – |
| 2-Cluster | −8737.807 | 17696.021 | 17537.615 | 17568.615 | 31 | 1,193 | 0.000 | 0.740 |
| 3-Cluster | −8604.513 | 17543.190 | 17303.026 | 17350.026 | 47 | 1,177 | 0.000 | 0.702 |
| 4-Cluster | −8498.522 | 17444.967 | 17123.045 | 17186.045 | 63 | 1,161 | 0.036 | 0.680 |
| 5-Cluster | −8428.960 | 17419.602 | 17015.921 | 17094.921 | 79 | 1,145 | 0.064 | 0.674 |
| 6-Cluster | −8392.822 | 17461.083 | 16975.645 | 17070.645 | 95 | 1,129 | 0.126 | 0.689 |
| 7-Cluster | −8358.960 | 17507.117 | 16939.920 | 17050.920 | 111 | 1,113 | 0.148 | 0.683 |
| 8-Cluster | −8339.418 | 17581.791 | 16932.837 | 17059.837 | 127 | 1,097 | 0.102 | 0.672 |
| 9-Cluster | −8321.791 | 17660.294 | 16929.582 | 17072.582 | 143 | 1,081 | 0.082 | 0.682 |
| 10-Cluster | −8305.313 | 17741.096 | 16928.626 | 17087.626 | 159 | 1,065 | 0.082 | 0.691 |
LL, log likelihood; BIC, Bayesian information criterion; AIC, Aikake information criterion; AIC3, Aikake information criterion 3; Npar, numbers of parameters; BLRT, bootstrap likelihood ratio test.