nonzero.glmnetcr: Extract Non-Zero Model Coefficients

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

Extract Non-Zero Model Coefficients

Description

The nonzero.glmnetcr function returns only those non-zero coefficient estimates for a selected model

Usage

nonzero.glmnetcr(fit, s)

Arguments

fit	a glmnetcr object
s	the step at which the non-zero coefficient estimates are desired

Value

a0	intercept estimate
beta	non-zero estimates for variables and ordinal thresholds

Author(s)

Kellie J. Archer, [e-mail]

See Also

See Also as glmnetcr, coef.glmnetcr, select.glmnetcr

Examples

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

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