Penalized Partial Least Squares


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Documentation for package `ppls' version 1.0

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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
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