`R/convert_bayesian_to_frequentist.R`

`convert_bayesian_as_frequentist.Rd`

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 |

# \donttest{ # Rstanarm ---------------------- if (require("rstanarm")) { # Simple regressions model <- stan_glm(Sepal.Length ~ Species, data = iris, chains = 2, refresh = 0 ) bayesian_as_frequentist(model) }#>#>#>#>#>#>#>#> #> Call: #> stats::lm(formula = formula, data = data) #> #> Coefficients: #> (Intercept) Speciesversicolor Speciesvirginica #> 5.006 0.930 1.582 #># } if (FALSE) { 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) } }