residuals.Model: Extract residuals from a 'Model' object

In glmmrBase: Generalised Linear Mixed Models in R

Extract residuals from a 'Model' object

Description

Return the residuals from a 'Model' object. This function is a wrapper for 'Model$residuals()'. Generates one of several types of residual for the model. If conditional = TRUE then the residuals include the random effects, otherwise only the fixed effects are included. For type, there are raw, pearson, and standardized residuals. For conditional residuals a matrix is returned with each column corresponding to a sample of the random effects.

Usage

## S3 method for class 'Model'
residuals(object, type, conditional, ...)

Arguments

object	A 'Model' object.
type	Either "standardized", "raw" or "pearson"
conditional	Logical indicating whether to condition on the random effects (TRUE) or not (FALSE)
...	Further arguments passed from other methods

Value

A matrix with either one column is conditional is false, or with number of columns corresponding to the number of MCMC samples.

glmmrBase documentation built on April 3, 2025, 10:44 p.m.