plot.StepOne

This function plots the results for Step 1 of the method.

internal

An implementation of the sample size computation method for network
models proposed by Constantin et al. (2021) <doi:10.31234/osf.io/j5v7u>.
The implementation takes the form of a three-step recursive algorithm
designed to find an optimal sample size given a model specification and a
performance measure of interest. It starts with a Monte Carlo simulation
step for computing the performance measure and a statistic at various sample
sizes selected from an initial sample size range. It continues with a
monotone curve-fitting step for interpolating the statistic across the entire
sample size range. The final step employs stratified bootstrapping to quantify
the uncertainty around the fitted curve.

Mihai Constantin

powerly

Sample Size Analysis for Psychological Networks and More

plot.StepOne function

<dl><dt>x</dt>
<dd>An object instance of class <code>StepOne</code>.</dd>
<dt>save</dt>
<dd>A logical value indicating whether the plot should be saved to a
file on disk.</dd>
<dt>path</dt>
<dd>A character string representing the path (i.e., including the
filename and extension) where the plot should be saved on disk. If <code>NULL</code>,
the plot will be saved in the current working directory with a filename
generated based on the current system time and a <code>.pdf</code> extension. See
<code><a href="https://ggplot2.tidyverse.org/reference/ggsave.html">ggplot2::ggsave()</a></code> for supported file types.</dd>
<dt>width</dt>
<dd>A single numerical value representing the desired plot width.
The default unit is inches (i.e., set by <code><a href="https://ggplot2.tidyverse.org/reference/ggsave.html">ggplot2::ggsave()</a></code>), unless
overridden by providing the <code>units</code> argument via <code>...</code>.</dd>
<dt>height</dt>
<dd>A single numerical value representing the desired plot height.
The default unit is inches (i.e., set by <code><a href="https://ggplot2.tidyverse.org/reference/ggsave.html">ggplot2::ggsave()</a></code>), unless
overridden by providing the <code>units</code> argument via <code>...</code>.</dd>
<dt>...</dt>
<dd>Optional arguments to be passed to <code><a href="https://ggplot2.tidyverse.org/reference/ggsave.html">ggplot2::ggsave()</a></code>.</dd></dl>

Arguments

Plot StepOne objects — plot.StepOne

<dl>

<dt>x</dt>
<dd>An object instance of class <code>StepOne</code>.</dd>


<dt>save</dt>
<dd>A logical value indicating whether the plot should be saved to a
file on disk.</dd>


<dt>path</dt>
<dd>A character string representing the path (i.e., including the
filename and extension) where the plot should be saved on disk. If <code>NULL</code>,
the plot will be saved in the current working directory with a filename
generated based on the current system time and a <code>.pdf</code> extension. See
<code><a href='https://ggplot2.tidyverse.org/reference/ggsave.html'>ggplot2::ggsave()</a></code> for supported file types.</dd>


<dt>width</dt>
<dd>A single numerical value representing the desired plot width.
The default unit is inches (i.e., set by <code><a href='https://ggplot2.tidyverse.org/reference/ggsave.html'>ggplot2::ggsave()</a></code>), unless
overridden by providing the <code>units</code> argument via <code>...</code>.</dd>


<dt>height</dt>
<dd>A single numerical value representing the desired plot height.
The default unit is inches (i.e., set by <code><a href='https://ggplot2.tidyverse.org/reference/ggsave.html'>ggplot2::ggsave()</a></code>), unless
overridden by providing the <code>units</code> argument via <code>...</code>.</dd>


<dt>...</dt>
<dd>Optional arguments to be passed to <code><a href='https://ggplot2.tidyverse.org/reference/ggsave.html'>ggplot2::ggsave()</a></code>.</dd>

</dl>

plot.StepOne: Plot `StepOne` objects

Description

Usage

Value

Arguments

See Also