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Hyonho Chun, Sündüz Keleş, Sparse Partial Least Squares Regression for Simultaneous Dimension Reduction and Variable Selection, Journal of the Royal Statistical Society.
Furthermore, lower bounds for the convergence rates of all possible estimators for the nonparametric regression functions are developed. It is shown that, in both the super and ordinarily smooth cases ...