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 22.8 5.26 0.000144
#> 2 1 2 15.5 6.78 0.000803
#> 3 1 3 17.8 8.31 0.00334
#> 4 1 4 15 9.84 0.0104
#> 5 1 5 19.2 11.4 0.0245
#> 6 1 6 19.2 12.9 0.0442
#> 7 1 7 15 14.4 0.0624
#> 8 1 8 27.3 16.0 0.0720
#> 9 1 9 21.4 17.5 0.0714
#> 10 1 10 17.8 19.0 0.0641
#> # 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 17.3 5.85 0.000155
#> 2 1 2 27.3 7.37 0.000742
#> 3 1 3 22.8 8.89 0.00270
#> 4 1 4 14.7 10.4 0.00754
#> 5 1 5 15.2 11.9 0.0165
#> 6 1 6 18.7 13.5 0.0289
#> 7 1 7 21 15.0 0.0423
#> 8 1 8 19.7 16.5 0.0544
#> 9 1 9 21.5 18.0 0.0639
#> 10 1 10 33.9 19.5 0.0686
#> # ℹ 49,990 more rows