Research Article
The Best Fit Bayesian Hierarchical Generalized Linear Model Selection Using Information Complexity Criteria in the MCMC Approach
Table 4
Estimates of random intercept models for application 2: NLS of Youth 1979.
| Covariates | Estimates (post. mean) | Std. Err. | 95% cred. interval | Bulk_ESS | Tail_ESS | Lower | Upper |
| Population-level (location) effects: fixed effects | Intercept | 0.10 | 6.70 | −13.88 | 8.01 | 387 | 337 | Year | 5.73 | 1.48 | 3.04 | 8.78 | 3760 | 3486 | Family size | 0.01 | 0.01 | 0.00 | 0.03 | 4062 | 3773 | Income | −0.01 | 0.01 | −0.02 | 0.01 | 343 | 413 | Group-level effects: random effects | Level 2: youth ID | 0.16 | 0.10 | 0.01 | 0.39 | 399 | 337 | Level 1: years | 1.86 | 3.20 | 0.08 | 10.14 | 358 | 314 |
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