ConstrainedLogisticBiplot: Constrained Binary Logistic Biplot
In villardon/MultBiplotR: Multivariate Analysis Using Biplots in R

Description Usage Arguments Details Value Author(s) References Examples

View source: R/ConstrainedLogisticBiplot.R

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

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

`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)

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

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

Jose Luis Vicente-Villardon

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.