select.glmnetcr: Select Step of Optimal Fitted AIC or BIC CR Model

In glmnetcr: Fit a Penalized Constrained Continuation Ratio Model for Predicting an Ordinal Response

Select Step of Optimal Fitted AIC or BIC CR Model

Description

This function returns the step number associated with the minimum AIC or BIC models for a glmnet.cr object and so can be used in selecting the step number in calls in functions such as coef.glmnet.cr, nonzero.glmnet.cr, and fitted.glmnet.cr

Usage

select.glmnetcr(fit, which = "BIC")

Arguments

fit	a glmnetcr object
which	determines whether the step is associated with the optimal which="BIC" model or which="AIC" model

Value

A numeric value of length one representing the step number.

Author(s)

Kellie J. Archer, [e-mail]

See Also

See Also as coef.glmnetcr, nonzero.glmnetcr, fitted.glmnetcr

Examples

data(diabetes)
x <- diabetes[, 2:dim(diabetes)[2]]
y <- diabetes$y
glmnet.fit <- glmnetcr(x, y)
AIC <- select.glmnetcr(glmnet.fit, which = "AIC")
AIC
nonzero.glmnetcr(glmnet.fit, s = AIC)

glmnetcr documentation built on April 12, 2025, 1:20 a.m.