Assessing Tuning Parameter Selection Variability in Penalized Regression

Wenhao Hu, Eric B. Laber, Clay Barker, Leonard A. Stefanski

Abstract: Penalized regression methods that perform simultaneous model selection and estimation are ubiquitous in statistical modeling. The use of such methods is often unavoidable as manual inspection of al...