Avoid Estimating the Unknown Function in a Semiparametric Nonignorable Propensity Model

Samidha Shetty, Yanyuan Ma, Jiwei Zhao

We study the problem of estimating a functional or a parameter in the context where outcome is subject to nonignorable missingness. We completely avoid modeling the regression rela…