simulation: Generic for simulating from the object

In ib: Bias Correction via Iterative Bootstrap

Generic for simulating from the object

Description

Method for simulating responses from an object.

Usage

simulation(object, control = list(...), ...)

## S4 method for signature 'Ib'
simulation(object, control = list(...), ...)

Arguments

object	an object of class union "Ib"
control	a control list
...	further argument to pass

Value

simulated responses.

Examples

## bootstrap poisson regression
counts <- c(18,17,15,20,10,20,25,13,12)
outcome <- gl(3,1,9)
treatment <- gl(3,3)
pois_fit <- glm(counts ~ outcome + treatment, family = poisson())

## make 100 paramtric bootstrap replicates
boot_dist <- simulate(pois_fit, nsim = 100)

ib documentation built on April 5, 2022, 1:13 a.m.