interpret_omega_squared

interpret_eta_squared

interpret_epsilon_squared

interpreters

Provide utilities to work with indices of effect size for a wide
variety of models and hypothesis tests (see list of supported models using
the function 'insight::supported_models()'), allowing computation of and
conversion between indices such as Cohen's d, r, odds, etc.
References: Ben-Shachar et al. (2020) <doi:10.21105/joss.02815>.

Mattan S. Ben-Shachar

effectsize

Indices of Effect Size

Dominique Makowski

Daniel Lüdecke

Indrajeet Patil

Brenton M. Wiernik

Rémi Thériault

Ken Kelley

David Stanley

Aaron Caldwell

Jessica Burnett

Johannes Karreth

interpret_omega_squared function

<dl><dt>es</dt>
<dd>Value or vector of eta / omega / epsilon squared values.</dd>
<dt>rules</dt>
<dd>Can be <code>"field2013"</code> (default), <code>"cohen1992"</code> or custom set of <code>rules()</code>.</dd>
<dt>...</dt>
<dd>Not used for now.</dd></dl>

Arguments

<ul>
<li>Field (2013) (<code>"field2013"</code>; default)<ul>
<li>ES &lt; 0.01 - Very small</li>
<li>0.01 &lt;= ES &lt; 0.06 - Small</li>
<li>0.06 &lt;= ES &lt; 0.14 - Medium</li>
<li>**ES &gt;= 0.14 ** - Large</li>
</ul></li>
<li>Cohen (1992) (<code>"cohen1992"</code>) applicable to one-way anova, or to partial
eta / omega / epsilon squared in multi-way anova.<ul>
<li>ES &lt; 0.02 - Very small</li>
<li>0.02 &lt;= ES &lt; 0.13 - Small</li>
<li>0.13 &lt;= ES &lt; 0.26 - Medium</li>
<li>ES &gt;= 0.26 - Large</li>
</ul></li>
</ul>

Rules

Interpret ANOVA Effect Sizes — interpret_omega_squared

<dl>

<dt>es</dt>
<dd>Value or vector of eta / omega / epsilon squared values.</dd>


<dt>rules</dt>
<dd>Can be <code>"field2013"</code> (default), <code>"cohen1992"</code> or custom set of <code>rules()</code>.</dd>


<dt>...</dt>
<dd>Not used for now.</dd>

</dl>

<ul>
<li>Field (2013) (<code>"field2013"</code>; default)<ul>
<li>ES &lt; 0.01 - Very small</li>
<li>0.01 &lt;= ES &lt; 0.06 - Small</li>
<li>0.06 &lt;= ES &lt; 0.14 - Medium</li>
<li>**ES &gt;= 0.14 ** - Large</li>
</ul></li>
<li>Cohen (1992) (<code>"cohen1992"</code>) applicable to one-way anova, or to partial
eta / omega / epsilon squared in multi-way anova.<ul>
<li>ES &lt; 0.02 - Very small</li>
<li>0.02 &lt;= ES &lt; 0.13 - Small</li>
<li>0.13 &lt;= ES &lt; 0.26 - Medium</li>
<li>ES &gt;= 0.26 - Large</li>
</ul></li>
</ul>

Interpret ANOVA Effect Sizes

interpret_omega_squared: Interpret ANOVA Effect Sizes

Description

Usage

Arguments

Rules

References

See Also

Examples