https://github.com/cran/bayestestR
Raw File
Tip revision: 40f7c88ddf855896018cf20ec8a7ac5fbd0ea2fb authored by Dominique Makowski on 27 January 2020, 05:30 UTC
version 0.5.1
Tip revision: 40f7c88
convert_bayesian_as_frequentist.Rd
% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/convert_bayesian_to_frequentist.R
\name{convert_bayesian_as_frequentist}
\alias{convert_bayesian_as_frequentist}
\alias{bayesian_as_frequentist}
\title{Convert (refit) a Bayesian model to frequentist}
\usage{
convert_bayesian_as_frequentist(model, data = NULL)

bayesian_as_frequentist(model, data = NULL)
}
\arguments{
\item{model}{A Bayesian model.}

\item{data}{Data used by the model. If \code{NULL}, will try to extract it from the model.}
}
\description{
Refit Bayesian model as frequentist. Can be useful for comparisons.
}
\examples{
\donttest{
# Rstanarm ----------------------
library(rstanarm)

# Simple regressions
model <- stan_glm(Sepal.Length ~ Petal.Length * Species,
  data = iris, chains = 2, refresh = 0
)
bayesian_as_frequentist(model)

model <- stan_glm(vs ~ mpg,
  family = "binomial",
  data = mtcars, chains = 2, refresh = 0
)
bayesian_as_frequentist(model)

# Mixed models
model <- stan_glmer(Sepal.Length ~ Petal.Length + (1 | Species),
  data = iris, chains = 2, refresh = 0
)
bayesian_as_frequentist(model)

model <- stan_glmer(vs ~ mpg + (1 | cyl),
  family = "binomial",
  data = mtcars, chains = 2, refresh = 0
)
bayesian_as_frequentist(model)
}

}
back to top