Nonparametric Pattern-Mixture Models for Inference with Missing Data

Yen-Chi Chen, Mauricio Sadinle

Pattern-mixture models provide a transparent approach for handling missing data, where the full-data distribution is factorized in a way that explicitly shows the parts that can be…