In a case study using EHR data from two health systems, multiple imputation via CART for missing systolic blood pressure and HbA1c values showed that marginal versus conditional imputation affected imputed distributions but had minimal impact on inferences about neighborhood socioeconomic status and
Missing Data in Prediction Research: A Five-Step Approach for Multiple Imputation, Illustrated in the CENTER-TBI Study
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Multiple Imputation Diagnostics when using Electronic Health Record Data in Observational Studies: A Case Study
In a case study using EHR data from two health systems, multiple imputation via CART for missing systolic blood pressure and HbA1c values showed that marginal versus conditional imputation affected imputed distributions but had minimal impact on inferences about neighborhood socioeconomic status and