Add density information to the output of tidy_bootstrap()
, and
bootstrap_unnest_tbl()
.
Arguments
- .data
The data that is passed from the
tidy_bootstrap()
orbootstrap_unnest_tbl()
functions.
Details
This function takes as input the output of the tidy_bootstrap()
or
bootstrap_unnest_tbl()
and returns an augmented tibble that has the following
columns added to it: x
, y
, dx
, and dy
.
It looks for an attribute that comes from using tidy_bootstrap()
or
bootstrap_unnest_tbl()
so it will not work unless the data comes from one of
those functions.
See also
Other Bootstrap:
bootstrap_p_augment()
,
bootstrap_p_vec()
,
bootstrap_q_augment()
,
bootstrap_q_vec()
,
bootstrap_stat_plot()
,
bootstrap_unnest_tbl()
,
tidy_bootstrap()
Other Augment Function:
bootstrap_p_augment()
,
bootstrap_q_augment()
Examples
x <- mtcars$mpg
tidy_bootstrap(x) %>%
bootstrap_density_augment()
#> # A tibble: 50,000 × 5
#> sim_number x y dx dy
#> <fct> <int> <dbl> <dbl> <dbl>
#> 1 1 1 24.4 1.50 0.000123
#> 2 1 2 19.2 3.22 0.000598
#> 3 1 3 22.8 4.94 0.00214
#> 4 1 4 10.4 6.66 0.00575
#> 5 1 5 19.2 8.38 0.0122
#> 6 1 6 14.3 10.1 0.0220
#> 7 1 7 15.2 11.8 0.0352
#> 8 1 8 15.5 13.5 0.0495
#> 9 1 9 10.4 15.3 0.0594
#> 10 1 10 30.4 17.0 0.0612
#> # ℹ 49,990 more rows
tidy_bootstrap(x) %>%
bootstrap_unnest_tbl() %>%
bootstrap_density_augment()
#> # A tibble: 50,000 × 5
#> sim_number x y dx dy
#> <fct> <int> <dbl> <dbl> <dbl>
#> 1 1 1 19.7 4.58 0.0000931
#> 2 1 2 15.2 6.04 0.000681
#> 3 1 3 18.7 7.51 0.00293
#> 4 1 4 14.7 8.97 0.00791
#> 5 1 5 21.5 10.4 0.0157
#> 6 1 6 32.4 11.9 0.0268
#> 7 1 7 10.4 13.4 0.0393
#> 8 1 8 33.9 14.8 0.0469
#> 9 1 9 26 16.3 0.0526
#> 10 1 10 18.7 17.8 0.0654
#> # ℹ 49,990 more rows