Distributional Results for Thresholding Estimators in High-Dimensional Gaussian Regression Models

Benedikt M. Pötscher, Ulrike Schneider

We study the distribution of hard-, soft-, and adaptive soft-thresholding estimators within a linear regression model where the number of parameters k can depend on sample size n a…