Efficient Inference on High-Dimensional Linear Models with Missing Outcomes

Yikun Zhang, Alexander Giessing, Yen-Chi Chen

This paper is concerned with inference on the regression function of a high-dimensional linear model when outcomes are missing at random. We propose an estimator that combines a La…