Cross Validation for Penalized Quantile Regression with a Case-Weight Adjusted Solution Path

Shanshan Tu, Yunzhang Zhu, Yoonkyung Lee +2

Cross validation is widely used for selecting tuning parameters in regularization methods, but it is computationally intensive in general. To lessen its computational burden, appro…