Convert (refit) a Bayesian model to frequentist
Refit Bayesian model as frequentist. Can be useful for comparisons.
convert_bayesian_as_frequentist(model, data = NULL) bayesian_as_frequentist(model, data = NULL)
model |
A Bayesian model. |
data |
Data used by the model. If |
# 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)
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