simulate.bmixlm: Simulate Responses from a 'bmixlm' Object

In SWotherspoon/bmixlm: Binary Mixtures of Linear Models

Simulate Responses from a bmixlm Object

Description

New observations are simulated from the posterior predictive distribution.

Usage

## S3 method for class 'bmixlm'
simulate(object, nsim = 1, seed = NULL, ...)

Arguments

object	An object of class bmixlm.
nsim	Number of response vectors to simulate.
seed	An object specifying if and how the random number generator should be initialized.
...	Additional arguments to be passed to update.

Details

If nsim is not NULL, update is called to generate nsim new samples from the posterior, and new observations are generated from these. Otherwise new observations are generated from the samples contained in the fitted object.

Value

A dataframe of simulated responses.

SWotherspoon/bmixlm documentation built on June 10, 2025, 6:47 a.m.