Procrustes Cross-Validation
Returns parameters for cross-validation based on 'cv' value
Creates rotation matrix to map a set vectors base1 to a set of vecto...
Generates the orthogonal part for Xpv
Normalization rows or columns of a matrix
Compute matrix with pseudo-validation set
Generate sequence of indices for cross-validation
Procrustes cross-validation for PCA models
Procrustes cross-validation for PCR models
Procrustes cross-validation for PLS models
Procrustes cross-validation for multivariate regression models
Plots heatmap for scaling coefficients obtained when generating PV-set...
Creates a rotation matrix to map a vector x to [1 0 0 ... 0]
SIMPLS algorithm
Implements Procrustes cross-validation method for Principal Component Analysis, Principal Component Regression and Partial Least Squares regression models. S. Kucheryavskiy (2023) <doi:10.1016/j.aca.2023.341096>.