ConstrainedLogisticBiplot {MultBiplotR}

Constrained Binary Logistic Biplot

Description

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

Usage

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

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)

Details

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

Value

A 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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