Debiased Lasso After Sample Splitting for Estimation and Inference in High Dimensional Generalized Linear Models

Omar Vazquez, Bin Nan

We consider random sample splitting for estimation and inference in high dimensional generalized linear models, where we first apply the lasso to select a submodel using one subsam…