A PLS-Integrated LASSO Method with Application in Index Tracking

Shiqin Tang, Yining Dong, S. Joe Qin

In traditional multivariate data analysis, dimension reduction and regression have been treated as distinct endeavors. Established techniques such as principal component regression…