convert_bayesian_as_frequentist {bayestestR} | R Documentation |
Refit Bayesian model as frequentist. Can be useful for comparisons.
convert_bayesian_as_frequentist(model, data = NULL, REML = TRUE)
bayesian_as_frequentist(model, data = NULL, REML = TRUE)
model |
A Bayesian model. |
data |
Data used by the model. If |
REML |
For mixed effects, should models be estimated using
restricted maximum likelihood (REML) ( |
# Rstanarm ----------------------
if (require("rstanarm")) {
# Simple regressions
model <- stan_glm(Sepal.Length ~ Species,
data = iris, chains = 2, refresh = 0
)
bayesian_as_frequentist(model)
}
## Not run:
if (require("rstanarm")) {
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)
}
## End(Not run)