fitted_LB: Fitted Values for a Logistic Biplot

In BiplotML: Logistic Biplot Estimation Using Machine Learning Algorithms

Fitted Values for a Logistic Biplot

Description

Computes the fitted (predicted) matrix for a logistic biplot model on either the logit (log-odds) scale or the probability scale.

Usage

fitted_LB(object, type = c("link", "response"))

Arguments

object	An object of class BiplotML, as returned by LogBip.
type	Scale of the fitted values: "link" for the logit scale (log-odds) or "response" for the probability scale. Partial matching is supported.

Value

A numeric matrix of fitted values with the same dimensions as the original binary matrix.

Author(s)

Giovany Babativa <[e-mail]>

Examples

data("Methylation")
LB    <- LogBip(Methylation, plot = FALSE)
Theta <- fitted_LB(LB, type = "link")      # log-odds scale
Pi    <- fitted_LB(LB, type = "response")  # probability scale

BiplotML documentation built on May 8, 2026, 5:06 p.m.