Bootstrap Stat Plot — bootstrap_stat_plot • TidyDensity
Description: This function produces a plot of a cumulative statistic function applied to the bootstrap variable from tidy_bootstrap() or after bootstrap_unnest_tbl() has been applied to it.

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# Bootstrap Stat Plot

Source: `R/plot-bootstrap-stat.R`
`bootstrap_stat_plot.Rd`

This function produces a plot of a cumulative statistic function applied to the bootstrap variable from `tidy_bootstrap()` or after `bootstrap_unnest_tbl()` has been applied to it.

## Usage

    bootstrap_stat_plot(
      .data,
      .value,
      .stat = "cmean",
      .show_groups = FALSE,
      .show_ci_labels = TRUE,
      .interactive = FALSE
    )

## Arguments

.data

  The data that comes from either `tidy_bootstrap()` or after `bootstrap_unnest_tbl()` is applied to it.

.value

  The value column that the calculations are being applied to.

.stat

  The cumulative statistic function being applied to the `.value` column. It must be quoted. The default is "cmean".

.show_groups

  The default is FALSE, set to TRUE to get output of all simulations of the bootstrap data.

.show_ci_labels

  The default is TRUE, this will show the last value of the upper and lower quantile.

.interactive

  The default is FALSE, set to TRUE to get a plotly plot object back.

## Value

A plot either ggplot2 or plotly.

## Details

This function will take in data from either `tidy_bootstrap()` directly or after apply `bootstrap_unnest_tbl()` to its output. There are several different cumulative functions that can be applied to the data.The accepted values are:

- "cmean" - Cumulative Mean

- "chmean" - Cumulative Harmonic Mean

- "cgmean" - Cumulative Geometric Mean

- "csum" = Cumulative Sum

- "cmedian" = Cumulative Median

- "cmax" = Cumulative Max

- "cmin" = Cumulative Min

- "cprod" = Cumulative Product

- "csd" = Cumulative Standard Deviation

- "cvar" = Cumulative Variance

- "cskewness" = Cumulative Skewness

- "ckurtosis" = Cumulative Kurtotsis

## See also

Other Bootstrap: `bootstrap_density_augment()`, `bootstrap_p_augment()`, `bootstrap_p_vec()`, `bootstrap_q_augment()`, `bootstrap_q_vec()`, `bootstrap_unnest_tbl()`, `tidy_bootstrap()`

Other Autoplot: `tidy_autoplot()`, `tidy_combined_autoplot()`, `tidy_four_autoplot()`, `tidy_multi_dist_autoplot()`, `tidy_random_walk_autoplot()`

## Author

Steven P. Sanderson II, MPH

## Examples

    x <- mtcars$mpg

    tidy_bootstrap(x) %>%
      bootstrap_stat_plot(y, "cmean")

    tidy_bootstrap(x, .num_sims = 10) %>%
      bootstrap_stat_plot(y,
        .stat = "chmean", .show_groups = TRUE,
        .show_ci_label = FALSE
      )
    #> Warning: Setting '.num_sims' to less than 2000 means that results can be potentially
    #> unstable. Consider setting to 2000 or more.