A Two-Stage Approach to Multivariate Linear Regression with Sparsely Mismatched Data

Martin Slawski, Emanuel Ben-David, Ping Li

A tacit assumption in linear regression is that (response, predictor)-pairs correspond to identical observational units. A series of recent works have studied scenarios in which th…