Hugo Dunias

Finite-Sample Hausdorff Bounds and Hadamard Sensitivity for Regressions with MNAR Covariates

Covariates missing not at random generally prevent point identification of regression coefficients without untestable restrictions. This paper studies linear regression when every missing covariate is restricted to a prespecified compact interval. The resulting population target is the set of best linear predictor coef...