Stability of a Generalized Debiased Lasso with Applications to Resampling-Based Variable Selection

Jingbo Liu

We propose a generalized debiased Lasso estimator based on a stability principle. When a single column of the design matrix is perturbed, the estimator admits a simple update formu…