Imputation for High-Dimensional Linear Regression

Kabir Aladin Chandrasekher, Ahmed El Alaoui, Andrea Montanari

We study high-dimensional regression with missing entries in the covariates. A common strategy in practice is to \emph{impute} the missing entries with an appropriate substitute an…