PLSRBinFit: PLS binary regression.

In MultBiplotR: Multivariate Analysis Using Biplots in R

PLS binary regression.

Description

Fits PLS binary regression.

Usage

PLSRBinFit(Y, X, S = 2, tolerance = 5e-06, maxiter = 100, 
show = FALSE, penalization = 0.1, cte = TRUE, OptimMethod = "CG")

Arguments

Y	The response
X	The matrix of independent variables
S	The Dimension of the solution
tolerance	Tolerance for convergence of the algorithm
maxiter	Maximum Number of iterations
show	Show the steps of the algorithm
penalization	Penalization for the Ridge Logistic Regression
cte	Should a constant be included in the model?
OptimMethod	Optimization methods from optim

Details

Fits PLS binary regression. It is used for a higher level function.

Value

The PLS fit used by the PLSRBin function.

Author(s)

Jose Luis Vicente Villardon

References

Ugarte Fajardo, J., Bayona Andrade, O., Criollo Bonilla, R., Cevallos‐Cevallos, J., Mariduena‐Zavala, M., Ochoa Donoso, D., & Vicente Villardon, J. L. (2020). Early detection of black Sigatoka in banana leaves using hyperspectral images. Applications in plant sciences, 8(8), e11383.

Examples

## Not yet

MultBiplotR documentation built on Nov. 21, 2023, 5:08 p.m.