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Table 3 Log pseudo-marginal likelihood (LPML) cross-validated model fit statistics for Models 1–4 for Dataset A1 (includes geographic imputation) and Dataset B (complete cases only)

From: A geographic identifier assignment algorithm with Bayesian variable selection to identify neighborhood factors associated with emergency department visit disparities for asthma

Model Description LPML
Dataset A1 Dataset B
1a Intercept + random effects − 3770.0 − 3556.1
1b Intercept + demographics − 4858.5 − 4603.1
2 Model 1a + model 1b + weather − 3756.1 − 3542.4
3 Model 2 + variable selection NA NA
4 Model 3 + air pollutants + social + environmental + interactions − 3736.7 − 3543.6