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brglm2 (version 0.9.2)

simulate.brmultinom: Method for simulating a data set from "brmultinom" and "bracl" objects

Description

Method for simulating a data set from "brmultinom" and "bracl" objects

Usage

# S3 method for brmultinom
simulate(object, ...)

Value

A "data.frame" with object$ncat times the rows that model.frame(object) have and the same variables. If weights has been specified in the call that generated object, then the simulate frequencies will populate the weights variable. Otherwise, the resulting data.frame will have a ".weights" variable with the simulated multinomial counts.

Arguments

object

an object of class "brmultinom" or "bracl".

...

currently not used.

Examples

Run this code

## Multinomial logistic regression
data("housing", package = "MASS")
houseML1 <- brmultinom(Sat ~ Infl + Type + Cont, weights = Freq,
                       data = housing, type = "ML", ref = 1)
simulate(houseML1)

## Adjacent-category logits
data("stemcell", package = "brglm2")
stemML1 <- bracl(research ~ religion + gender, weights = frequency,
                data = stemcell, type = "ML")

simulate(stemML1)

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