Estimating Average Treatment Effects Utilizing Fractional Imputation when Confounders are Subject to Missingness

Nathan Corder, Shu Yang

The problem of missingness in observational data is ubiquitous. When the confounders are missing at random, multiple imputation is commonly used; however, the method requires conge…