Table 3 Model fit statistics for Latent Class analysis models with 1 to 10 classes
Number of classes | Log-likelihood | % reduction in L | BIC | Entropy |
|---|---|---|---|---|
1 | -141158 | 0 | 282689 | 1.0 |
2 | -129500 | 8.3 | 259757 | 0.86 |
3 | -127143 | 9.9 | 255426 | 0.77 |
4 | -126197 | 10.6 | 253915 | 0.76 |
5 | -125536 | 11.1 | 252977 | 0.77 |
6 | -125012 | 11.4 | 252312 | 0.74 |
7 | -124654 | 11.7 | 251978 | 0.75 |
8 | -124335 | 11.9 | 251722 | 0.75 |
9 | -124055 | 12.1 | 251545 | 0.76 |
10 | -123816 | 12.3 | 251450 | 0.75 |