Unnest the data output from tidy_bootstrap()
.
Arguments
- .data
The data that is passed from the
tidy_bootstrap()
function.
Details
This function takes as input the output of the tidy_bootstrap()
function and returns a two column tibble. The columns are sim_number
and y
It looks for an attribute that comes from using tidy_bootstrap()
so it will
not work unless the data comes from that function.
See also
Other Bootstrap:
bootstrap_density_augment()
,
bootstrap_p_augment()
,
bootstrap_p_vec()
,
bootstrap_q_augment()
,
bootstrap_q_vec()
,
bootstrap_stat_plot()
,
tidy_bootstrap()
Examples
tb <- tidy_bootstrap(.x = mtcars$mpg)
bootstrap_unnest_tbl(tb)
#> # A tibble: 50,000 × 2
#> sim_number y
#> <fct> <dbl>
#> 1 1 18.1
#> 2 1 21.5
#> 3 1 22.8
#> 4 1 15.5
#> 5 1 14.7
#> 6 1 15.5
#> 7 1 14.7
#> 8 1 18.7
#> 9 1 13.3
#> 10 1 15.5
#> # … with 49,990 more rows
bootstrap_unnest_tbl(tb) %>%
tidy_distribution_summary_tbl(sim_number)
#> # A tibble: 2,000 × 13
#> sim_num…¹ mean_…² media…³ std_val min_val max_val skewn…⁴ kurto…⁵ range iqr
#> <fct> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
#> 1 1 19.6 18.7 4.91 10.4 30.4 0.329 2.51 20 7.3
#> 2 2 20.0 21 5.33 10.4 33.9 0.291 4.10 23.5 3.30
#> 3 3 21.3 21 6.10 10.4 33.9 0.597 2.84 23.5 5
#> 4 4 18.8 19.2 5.43 10.4 32.4 0.607 3.51 22 5.6
#> 5 5 20.8 21 6.15 10.4 32.4 0.155 2.11 22 8.6
#> 6 6 18.5 17.3 5.91 10.4 30.4 0.714 2.79 20 6.2
#> 7 7 21.1 18.7 6.72 10.4 33.9 0.618 2.33 23.5 8.9
#> 8 8 20.8 19.7 6.51 13.3 33.9 0.888 2.74 20.6 7.3
#> 9 9 21.2 19.7 5.90 14.3 32.4 0.592 2.13 18.1 8.9
#> 10 10 18.9 18.1 4.62 10.4 32.4 0.644 4.52 22 5.6
#> # … with 1,990 more rows, 3 more variables: variance <dbl>, ci_low <dbl>,
#> # ci_high <dbl>, and abbreviated variable names ¹sim_number, ²mean_val,
#> # ³median_val, ⁴skewness, ⁵kurtosis