ptPLSc {powerPLS} | R Documentation |
post transformed PLS
Description
Performs post transformed Partial Least Squares
Usage
ptPLSc(X, Y, W)
Arguments
X |
data matrix where columns represent the |
Y |
vector of class probabilities |
W |
weight matrix where columns represent the |
Value
Returns a matrix of scores vectors Tscore
.
Returns a list with the following objects:
- W
: matrix of weights
- 6
: post transformation matrix
- M
: number of orthogonal components.
Author(s)
Angela Andreella
References
Stocchero, M., & Paris, D. (2016). Post-transformation of PLS2 (ptPLS2) by orthogonal matrix: a new approach for generating predictive and orthogonal latent variables. Journal of Chemometrics, 30(5), 242-251.
[Package powerPLS version 0.1.0 Index]