Penalized Partial Least Squares

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Documentation for package ‘ppls’ version 1.01

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ppls-package ppls - Penalized Partial Least Squares
new.penalized.pls Prediction for Penalized Partial Least Squares
normalize.vector Normalization of a vector
penalized.pls Penalized Partial Least Squares
penalized.pls.cv Cross-validation for penalized PLS
penalized.pls.default Penalized PLS based on NIPALS Algorithm
penalized.pls.kernel Kernel Penalized PLS
penalized.pls.select Penalized PLS based on NIPALS Algorithm and blockswise variable selection
Penalty.matrix Penalty matrix for higher order differences
ppls ppls - Penalized Partial Least Squares
ppls.splines.cv Cross-validation for penalized PLS based on Splines Transformations
sim.data.ppls Simulated Data
X2s Nolinear transformation via B-splines