Variable-width confidence intervals in Gaussian regression and penalized maximum likelihood estimators

Davide Farchione, Paul Kabaila

Hard thresholding, LASSO , adaptive LASSO and SCAD point estimators have been suggested for use in the linear regression context when most of the components of the regression param…