Table 3. Fit Statistics for Models Comprising 1 to 6 Latent Profiles Obtained From a Latent Profile Analysis of Dot Enumeration Median Response Times on Numerosities 1 to 5.
Models | LL | BIC | AIC3 | CAIC | N par | Entropy |
1 | −3188.68 | 6420.93 | 6407.36 | 6430.93 | 10 | 1.00 |
2 | −3077.54 | 6246.57 | 6218.08 | 6267.57 | 21 | 0.88 |
3 | −3011.23 | 6161.88 | 6118.46 | 6193.87 | 32 | 0.95 |
4 | −2987.60 | 6162.53 | 6104.20 | 6205.53 | 43 | 0.91 |
5 | −2977.29 | 6189.83 | 6116.57 | 6243.83 | 54 | 0.92 |
6 | −2969.21 | 6221.60 | 6133.41 | 6286.60 | 65 | 0.91 |
Note. LL = Log-Likelihood, BIC = Bayesian Information Criterion, AIC3 = Akaike's Information Criterion with a penalty factor of 3, CAIC = Consistent Akaike Information Criterion, N par = number of parameters, Entropy = Entropy R-squared.