coef.glmnetcr: Extract All Model Coefficients

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

Extract All Model Coefficients

Description

The coef.glmnetcr function returns all estimated coefficients for a glmnetcr fitted model, where the model selected is indicated by step s.

Usage

## S3 method for class 'glmnetcr'
coef(object, s, ...)

Arguments

object	a glmnetcr object
s	the step at which the coefficient estimates are desired
...	additional optional arguments

Value

a0	the intercept
beta	estimated coefficients for the variables and the ordinal thresholds

Author(s)

Kellie J. Archer, [e-mail]

See Also

See Also as glmnetcr, nonzero.glmnetcr, select.glmnetcr

Examples

data(diabetes)
x <- diabetes[, 2:dim(diabetes)[2]]
y <- diabetes$y
glmnet.fit <- glmnetcr(x, y)
BIC.model <- select.glmnetcr(glmnet.fit)
estimates <- coef(glmnet.fit, s = BIC.model)

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