tidy_model_parameters

Convert <code>{parameters}</code> package output to <code>{tidyverse}</code> conventions

Utilities for producing dataframes with rich details for the
most common types of statistical approaches and tests: parametric,
nonparametric, robust, and Bayesian t-test, one-way ANOVA, correlation
analyses, contingency table analyses, and meta-analyses. The functions
are pipe-friendly and provide a consistent syntax to work with tidy
data. These dataframes additionally contain expressions with
statistical details, and can be used in graphing packages. This
package also forms the statistical processing backend for
'ggstatsplot'. References: Patil (2021) <doi:10.21105/joss.03236>.

Indrajeet Patil

statsExpressions

Tidy Dataframes and Expressions with Statistical Details

tidy_model_parameters function

<dl><dt>model</dt>
<dd>Statistical Model.</dd>
<dt>...</dt>
<dd>Arguments passed to or from other methods. Non-documented
arguments are<ul>
<li><code>digits</code>, <code>p_digits</code>, <code>ci_digits</code> and <code>footer_digits</code> to set the number of
digits for the output. <code>groups</code> can be used to group coefficients. These
arguments will be passed to the print-method, or can directly be used in
<code><a href="/link/print()?package=statsExpressions&version=1.6.2" data-mini-rdoc="statsExpressions::print()">print()</a></code>, see documentation in <code>print.parameters_model()</code>.</li>
<li>If <code>s_value = TRUE</code>, the p-value will be replaced by the S-value in the
output (cf. Rafi and Greenland 2020).</li>
<li><code>pd</code> adds an additional column with the probability of direction (see
<code>bayestestR::p_direction()</code> for details). Furthermore, see 'Examples' in
<code>model_parameters.default()</code>.</li>
<li>For developers, whose interest mainly is to get a "tidy" data frame of
model summaries, it is recommended to set <code>pretty_names = FALSE</code> to speed
up computation of the summary table.</li>
</ul></dd></dl>

Arguments

Patil, I., (2021). statsExpressions: R Package for Tidy Dataframes and Expressions with Statistical Details. Journal of Open Source Software, 6(61), 3236, https://doi.org/10.21105/joss.03236

Citation

Convert {parameters} package output to {tidyverse} conventions — tidy_model_parameters

<dl>

<dt>model</dt>
<dd>Statistical Model.</dd>


<dt>...</dt>
<dd>Arguments passed to or from other methods. Non-documented
arguments are<ul>
<li><code>digits</code>, <code>p_digits</code>, <code>ci_digits</code> and <code>footer_digits</code> to set the number of
digits for the output. <code>groups</code> can be used to group coefficients. These
arguments will be passed to the print-method, or can directly be used in
<code><a href='https://rdrr.io/r/base/print.html'>print()</a></code>, see documentation in <code>print.parameters_model()</code>.</li>
<li>If <code>s_value = TRUE</code>, the p-value will be replaced by the S-value in the
output (cf. Rafi and Greenland 2020).</li>
<li><code>pd</code> adds an additional column with the probability of direction (see
<code>bayestestR::p_direction()</code> for details). Furthermore, see 'Examples' in
<code>model_parameters.default()</code>.</li>
<li>For developers, whose interest mainly is to get a "tidy" data frame of
model summaries, it is recommended to set <code>pretty_names = FALSE</code> to speed
up computation of the summary table.</li>
</ul></dd>

</dl>

tidy_model_parameters: Convert `{parameters}` package output to `{tidyverse}` conventions

Description

Usage

Arguments

Citation

Examples