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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

ModelDescriptionLPML
Dataset A1Dataset B
1aIntercept + random effects− 3770.0− 3556.1
1bIntercept + demographics− 4858.5− 4603.1
2Model 1a + model 1b + weather− 3756.1− 3542.4
3Model 2 + variable selectionNANA
4Model 3 + air pollutants + social + environmental + interactions− 3736.7− 3543.6