Debiased machine learning for missing data

Context
Research in economics, social and health sciences, and other areas of empirical study often involves statistical analysis of datasets. These datasets typically contain some missing values, for a variety of reasons. For example, in a cohort study which aims to follow up individuals at a series of visits over many years, some individuals may…