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 5.43 0.000108
#> 2 1 2 18.1 6.82 0.000940
#> 3 1 3 21.5 8.21 0.00405
#> 4 1 4 21 9.61 0.00875
#> 5 1 5 32.4 11.0 0.0107
#> 6 1 6 19.2 12.4 0.0136
#> 7 1 7 33.9 13.8 0.0249
#> 8 1 8 22.8 15.2 0.0371
#> 9 1 9 24.4 16.6 0.0475
#> 10 1 10 21 18.0 0.0657
#> # … with 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 0.952 0.0000656
#> 2 1 2 19.7 2.72 0.000331
#> 3 1 3 13.3 4.49 0.00129
#> 4 1 4 27.3 6.25 0.00404
#> 5 1 5 33.9 8.02 0.0102
#> 6 1 6 17.8 9.78 0.0213
#> 7 1 7 19.2 11.6 0.0364
#> 8 1 8 15 13.3 0.0507
#> 9 1 9 22.8 15.1 0.0580
#> 10 1 10 13.3 16.9 0.0568
#> # … with 49,990 more rows