get_glm_mean: Compute Mean Based on GLM Family

In catalytic: Tools for Applying Catalytic Priors in Statistical Modeling

Compute Mean Based on GLM Family

Description

This function calculates the mean of the response variable for a generalized linear model (GLM) based on the specified family. The calculation depends on whether the family is binomial or gaussian.

Usage

get_glm_mean(family_string, X, coefs)

Arguments

family_string	Character. The GLM family to use. Options are "binomial" or "gaussian".
X	Matrix. The design matrix (predictors) for the GLM.
coefs	Numeric vector. The coefficients for the GLM.

Value

Numeric vector. The computed mean of the response variable based on the specified family.

catalytic documentation built on April 4, 2025, 5:51 a.m.