Model bootstrapping

Source: R/bootstrap_model.R

Bootstrap a statistical model n times to return a data frame of estimates.

bootstrap_model(model, iterations = 1000, verbose = FALSE, ...)

Arguments

model

Statistical model.
iterations

The number of draws to simulate/bootstrap.
verbose

Show or hide possible warnings and messages.
...

Arguments passed to or from other methods.

Value

A data frame.

See also

bootstrap_parameters, simulate_model, simulate_parameters

Examples

# \donttest{
model <- lm(mpg ~ wt + cyl, data = mtcars)
head(bootstrap_model(model))

#>   (Intercept)        wt       cyl
#> 1    38.32019 -3.268411 -1.387621
#> 2    38.59563 -3.205922 -1.295143
#> 3    39.07240 -2.661856 -1.735625
#> 4    39.38798 -3.009443 -1.501663
#> 5    35.80019 -2.238742 -1.375777
#> 6    38.98068 -2.394357 -1.834231
# }