coef.hglm: Extract Model Coefficients

In holiglm: Holistic Generalized Linear Models

Extract Model Coefficients

Description

The function returns different types of coefficients for a model.

Usage

## S3 method for class 'hglm'
coef(object, type = c("unscaled", "scaled", "selected"), ...)

Arguments

object	an object inheriting from "hglm" or "hglm.fit" from which the coefficients are obtained from.
type	Default value is "unscaled". Allowed values are "unscaled", "scaled" and "selected".
...	optional arguments currently ignored.

Details

The types "scaled" and "unscaled" refer to the coefficients of the scaled/unscaled optimization problem. Type "selected" refers to the active coefficients in the model active_coefficients.

Value

a vector containing the unscaled, scaled or selected coefficients.

Examples

dat <- rhglm(1000, 1:3)
fit <- hglm(y ~ ., data = dat)
coef(fit)
coef(fit, type="scaled")
coef(fit, type="selected")

holiglm documentation built on April 3, 2025, 7:09 p.m.