Augment Bootstrap P

Takes a numeric vector and will return the ecdf probability.

Usage

bootstrap_p_augment(.data, .value, .names = "auto")

Arguments

.data

The data being passed that will be augmented by the function.

.value

This is passed rlang::enquo() to capture the vectors you want to augment.

.names

The default is "auto"

Value

A augmented tibble

Details

Takes a numeric vector and will return the ecdf probability of that vector. This function is intended to be used on its own in order to add columns to a tibble.

See also

Other Augment Function: bootstrap_density_augment(), bootstrap_q_augment()

Other Bootstrap: bootstrap_density_augment(), bootstrap_p_vec(), bootstrap_q_augment(), bootstrap_q_vec(), bootstrap_stat_plot(), bootstrap_unnest_tbl(), tidy_bootstrap()

Author

Steven P. Sanderson II, MPH

Examples

x <- mtcars$mpg
tidy_bootstrap(x) |>
  bootstrap_unnest_tbl() |>
  bootstrap_p_augment(y)
#> # A tibble: 50,000 × 3
#>    sim_number     y      p
#>    <fct>      <dbl>  <dbl>
#>  1 1           21.4 0.687 
#>  2 1           21.5 0.716 
#>  3 1           18.7 0.467 
#>  4 1           30.4 0.936 
#>  5 1           13.3 0.0944
#>  6 1           21.5 0.716 
#>  7 1           19.2 0.529 
#>  8 1           19.2 0.529 
#>  9 1           21.4 0.687 
#> 10 1           21.4 0.687 
#> # ℹ 49,990 more rows