plot.extboot

Creates a plot of the density estimates of the bootstrap sample statistics
returned from the <code>exact_bootstrap</code> function.

Researchers often use the bootstrap to understand a sample drawn
from a population with unknown distribution. The exact bootstrap method is a
practical tool for exploring the distribution of small sample size data. For
a sample of size n, the exact bootstrap method generates the entire space of
n to the power of n resamples and calculates all realizations of the selected
statistic. The 'exactamente' package includes functions for implementing two
bootstrap methods, the exact bootstrap and the regular bootstrap. The
exact_bootstrap() function applies the exact bootstrap method following
methodologies outlined in Kisielinska (2013) <doi:10.1007/s00180-012-0350-0>.
The regular_bootstrap() function offers a more traditional bootstrap approach,
where users can determine the number of resamples. The e_vs_r() function
allows users to directly compare results from these bootstrap methods. To
augment user experience, 'exactamente' includes the function exactamente_app()
which launches an interactive 'shiny' web application. This application
facilitates exploration and comparison of the bootstrap methods, providing
options for modifying various parameters and visualizing results.

Mackson Ncube

exactamente

Explore the Exact Bootstrap Method

mightymetrika, LLC 

plot.extboot function

<dl><dt>x</dt>
<dd>An object of class 'extboot', usually the output of the <code>exact_bootstrap</code> function.</dd>
<dt>title</dt>
<dd>A plot title. Default is "Exact Bootstrap Distribution".</dd>
<dt>...</dt>
<dd>Additional parameters (currently ignored).</dd></dl>

Arguments

Plot Method for 'extboot' Class — plot.extboot

<dl>

<dt>x</dt>
<dd>An object of class 'extboot', usually the output of the <code>exact_bootstrap</code> function.</dd>


<dt>title</dt>
<dd>A plot title. Default is "Exact Bootstrap Distribution".</dd>


<dt>...</dt>
<dd>Additional parameters (currently ignored).</dd>

</dl>

plot.extboot: Plot Method for 'extboot' Class

Description

Usage

Value

Arguments

See Also

Examples