Table 1 Reliability of the Expected-A-Posteriori estimates and Deviance Information Criterion values associated with the four Bayesian MLIRT models (n = 14,755).
Model | EAP reliability | DIC value |
|---|---|---|
(1) No intercept variance, no slopes | 0.892 | 1,368,772 |
(2) Itemwise intercept variance, no slopes | 0.912 | 1,323,489 |
(3) Homogeneous intercept variance, no slopes | 0.903 | 1,323,538 |
(4) Intercept variance and slope variances (hierarchical item and slope parameters) | 0.925 | 1,198,613 |