GLM.new: Create GLM object with specific distribution family

In gofreg: Bootstrap-Based Goodness-of-Fit Tests for Parametric Regression

Create GLM object with specific distribution family

Description

This constructor function can be used to create an instance of a parametric GLM with specific distribution family, returning a new object of NormalGLM, ExpGLM, WeibullGLM or GammaGLM, depending on the value of distr.

Usage

GLM.new(distr, linkinv = identity, params = NA)

Arguments

distr	distribution family
linkinv	inverse link function, defaults to identity function
params	model parameters to use as default (optional)

Value

a new instance of a GLM-subclass

Examples

model <- GLM.new(distr = "normal")
# see examples of GLM-subclasses (e.g. NormalGLM) for how to use such models

gofreg documentation built on Oct. 4, 2024, 5:10 p.m.