fitted.bmixlm: Fitted Values for a 'bmixlm' Object

In SWotherspoon/bmixlm: Binary Mixtures of Linear Models

Fitted Values for a bmixlm Object

Description

Calculate the fitted values from the two component models, and the probabilities of membership of the second component.

Usage

## S3 method for class 'bmixlm'
fitted(object, type = c("mean", "samples"), ...)

Arguments

object	An object of class bmixlm
type	Whether to return the posterior mean or samples from the posterior.
...	Currently unused.

Details

If type="mean" the function returns posterior mean quantities as a dataframe, otherwise it returns samples from the posterior as a list of arrays.

Value

Returns a list or dataframe with elements

• y1: predicted values for the first component model

• y2: predicted values for the second component model

• p: posterior predictive probabilities of membership of the second component

If type="mean" return a dataframe of posterior means is returned, and if type="samples" return a list of arrays of samples from the posterior.

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