ConstrainedOrdinalLogisticBiplot: Constrained Ordinal Logistic Biplot

In MultBiplotR: Multivariate Analysis Using Biplots in R

Constrained Ordinal Logistic Biplot

Description

Constrained Ordinal Logistic Biplot or Redundancy Analysis for Ordinal Data based on logistic responses

Usage

ConstrainedOrdinalLogisticBiplot(Y, X, dim = 2, Scaling = 5, 
tolerance = 1e-05, maxiter = 100, penalization = 0.1, show = FALSE)

Arguments

Y	A binary data matrix
X	A matrix of predictors
dim	Dimension of the Solution
Scaling	Transformation of the columns of the predictor matrix.
tolerance	Tolerance for the algorithm
maxiter	Maximum number of iterations.
penalization	Penalization for the fit (ridge)
show	Show each step ot the fit

Details

Constrained Ordinal Logistic Biplot or Redundancy Analysis for Ordinal Data based on logistic responses.

Value

An ordinal logistic Biplot with the reponse and the predictive variables projected onto it.

Author(s)

Jose Luis Vicente-Villardon

References

Vicente-Villardon, J. L., & Vicente-Gonzalez, L. Redundancy Analysis for Binary Data Based on Logistic Responses in Data Analysis and Rationality in a Complex World. Springer.

Examples

# not yet

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