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 21 5.57 0.000123
#> 2 1 2 17.8 7.01 0.000654
#> 3 1 3 21 8.45 0.00263
#> 4 1 4 32.4 9.89 0.00804
#> 5 1 5 14.7 11.3 0.0187
#> 6 1 6 15.2 12.8 0.0337
#> 7 1 7 24.4 14.2 0.0479
#> 8 1 8 22.8 15.7 0.0568
#> 9 1 9 21.4 17.1 0.0617
#> 10 1 10 13.3 18.5 0.0669
#> # 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 6.63 0.000140
#> 2 1 2 14.7 8.05 0.000935
#> 3 1 3 30.4 9.46 0.00440
#> 4 1 4 18.7 10.9 0.0146
#> 5 1 5 15.2 12.3 0.0343
#> 6 1 6 15.5 13.7 0.0572
#> 7 1 7 14.7 15.1 0.0704
#> 8 1 8 15.5 16.5 0.0703
#> 9 1 9 18.1 17.9 0.0682
#> 10 1 10 21.5 19.4 0.0703
#> # ℹ 49,990 more rows