Evaluation and Optimization of Leave-one-out Cross-validation for the Lasso

Ryan Burn

I develop an algorithm to produce the piecewise quadratic that computes leave-one-out cross-validation for the lasso as a function of its hyperparameter. The algorithm can be used…