Table 2. IRT Mixture Analyses of the Pain Item Bank.
Class proportions* | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|
K | P | LL | BIC | LR | VLMR p-value | BLRT p-value | Entropy | C1 | C2 | C3 |
1 | 177 | -43285.9 | 87884 | 1.00 | ||||||
2 | 354 | -41715.4 | 86056 | 3141 | .000 | .000 | .86 | .59 | .41 | |
3 | 531 | -40858.6 | 85654 | 1713 | .000 | .000 | .83 | .27 | .30 | .43 |
Notes. N = 1,660. K = Number of latent classes in the model. P = number of parameters. LL = log likelihood. BIC = Bayesian Information Criterion. LR = Likelihood ratio of GRM and 2-, and 3-class LVMMs. VLMR = Vuong-Lo-Mendel-Rubin likelihood ratio test p-value. BLRT = Bootstrapped likelihood ratio test p-value. C1-C3 = classes 1 through 3.
* Probability of latent class membership predicted by the model.