ConstrainedOrdinalLogisticBiplot: Constrained Ordinal Logistic Biplot
In villardon/MultBiplotR: Multivariate Analysis Using Biplots in R

Description Usage Arguments Details Value Author(s) References Examples

View source: R/ConstrainedOrdinalLogisticBiplot.R

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

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

`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`

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

An ordinal 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.