Asymptotic Theory of $K$-fold Cross-validation in Lasso and the validity of Bootstrap

Mayukh Choudhury, Debraj Das

Least absolute shrinkage and selection operator or Lasso is one of the widely used regularization methods in regression. Statisticians usually implement Lasso in practice by choosi…