ConstrainedOrdinalLogisticBiplot {MultBiplotR}

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

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