Hyonho Chun, Sündüz Keleş, Sparse Partial Least Squares Regression for Simultaneous Dimension Reduction and Variable Selection, Journal of the Royal Statistical Society.

Another diagnostic tool available in the fit window is partial leverage plots. When there is more than one explanatory variable in a model, the relationship of the residuals to one explanatory ...