High Dimensional M-Estimation with Missing Outcomes: A Semi-Parametric Framework

Abhishek Chakrabortty, Jiarui Lu, T. Tony Cai +1

We consider high dimensional $M$-estimation in settings where the response $Y$ is possibly missing at random and the covariates $\mathbf{X}\in {\mathbb{R}}^p$ can be high dimensiona…