Procrustes Cross-Validation

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Documentation for package ‘pcv’ version 1.1.0

• DESCRIPTION file.

Help Pages

corn	Corn data
getCrossvalParams	Returns parameters for cross-validation based on 'cv' value
getR	Creates rotation matrix to map a set vectors 'base1' to a set of vectors 'base2'.
getxpvorth	Generates the orthogonal part for Xpv
normalize	Normalization rows or columns of a matrix
pcv	Compute matrix with pseudo-validation set
pcvcrossval	Generate sequence of indices for cross-validation
pcvpca	Procrustes cross-validation for PCA models
pcvpcr	Procrustes cross-validation for PCR models
pcvpls	Procrustes cross-validation for PLS models
pcvreg	Procrustes cross-validation for multivariate regression models
plotD	Plots heatmap for scaling coefficients obtained when generating PV-set for PCR or PLS
rotationMatrixToX1	Creates a rotation matrix to map a vector x to [1 0 0 ... 0]
simpls	SIMPLS algorithm