Nonparametric inference about mean functionals of nonignorable nonresponse data without identifying the joint distribution

Wei Li, Wang Miao, Eric Tchetgen Tchetgen

We consider identification and inference about mean functionals of observed covariates and an outcome variable subject to nonignorable missingness. By leveraging a shadow variable,…