bayestestR-package

bayestestR

Existing R packages allow users to easily fit a large variety of models
and extract and visualize the posterior draws. However, most of these
packages only return a limited set of indices (e.g., point-estimates and
CIs). bayestestR provides a comprehensive and consistent set of
functions to analyze and describe posterior distributions generated by a
variety of models objects, including popular modeling packages such as
rstanarm, brms or BayesFactor.
References:<ul>
<li>Makowski et al. (2019) tools:::Rd_expr_doi("10.21105/joss.01541")</li>
<li>Makowski et al. (2019) tools:::Rd_expr_doi("10.3389/fpsyg.2019.02767")</li>
</ul>

internal

Provides utilities to describe posterior
distributions and Bayesian models. It includes point-estimates such as
Maximum A Posteriori (MAP), measures of dispersion (Highest Density
Interval - HDI; Kruschke, 2015 <doi:10.1016/C2012-0-00477-2>) and
indices used for null-hypothesis testing (such as ROPE percentage, pd
and Bayes factors). References: Makowski et al. (2021) <doi:10.21105/joss.01541>.

Dominique Makowski

Understand and Describe Bayesian Models and Posterior
Distributions

Daniel Lüdecke

Mattan S. Ben-Shachar

Indrajeet Patil

Micah K. Wilson

Brenton M. Wiernik

Paul-Christian Bürkner

Tristan Mahr

Henrik Singmann

Quentin F. Gronau

Sam Crawley

bayestestR-package function

Maintainer: Dominique Makowski <a href="/link/dom.makowski%40gmail.com?package=bayestestR&version=0.15.2" data-mini-rdoc="bayestestR::dom.makowski@gmail.com">dom.makowski@gmail.com</a> (<a href="https://orcid.org/0000-0001-5375-9967">ORCID</a>)
Authors:<ul>
<li>Daniel Lüdecke <a href="/link/d.luedecke%40uke.de?package=bayestestR&version=0.15.2" data-mini-rdoc="bayestestR::d.luedecke@uke.de">d.luedecke@uke.de</a> (<a href="https://orcid.org/0000-0002-8895-3206">ORCID</a>)</li>
<li>Mattan S. Ben-Shachar <a href="/link/matanshm%40post.bgu.ac.il?package=bayestestR&version=0.15.2" data-mini-rdoc="bayestestR::matanshm@post.bgu.ac.il">matanshm@post.bgu.ac.il</a> (<a href="https://orcid.org/0000-0002-4287-4801">ORCID</a>)</li>
<li>Indrajeet Patil <a href="/link/patilindrajeet.science%40gmail.com?package=bayestestR&version=0.15.2" data-mini-rdoc="bayestestR::patilindrajeet.science@gmail.com">patilindrajeet.science@gmail.com</a> (<a href="https://orcid.org/0000-0003-1995-6531">ORCID</a>)</li>
<li>Micah K. Wilson <a href="/link/micah.k.wilson%40curtin.edu.au?package=bayestestR&version=0.15.2" data-mini-rdoc="bayestestR::micah.k.wilson@curtin.edu.au">micah.k.wilson@curtin.edu.au</a> (<a href="https://orcid.org/0000-0003-4143-7308">ORCID</a>)</li>
<li>Brenton M. Wiernik <a href="/link/brenton%40wiernik.org?package=bayestestR&version=0.15.2" data-mini-rdoc="bayestestR::brenton@wiernik.org">brenton@wiernik.org</a> (<a href="https://orcid.org/0000-0001-9560-6336">ORCID</a>)</li>
</ul>Other contributors:<ul>
<li>Paul-Christian Bürkner <a href="/link/paul.buerkner%40gmail.com?package=bayestestR&version=0.15.2" data-mini-rdoc="bayestestR::paul.buerkner@gmail.com">paul.buerkner@gmail.com</a> [reviewer]</li>
<li>Tristan Mahr <a href="/link/tristan.mahr%40wisc.edu?package=bayestestR&version=0.15.2" data-mini-rdoc="bayestestR::tristan.mahr@wisc.edu">tristan.mahr@wisc.edu</a> (<a href="https://orcid.org/0000-0002-8890-5116">ORCID</a>) [reviewer]</li>
<li>Henrik Singmann <a href="/link/singmann%40gmail.com?package=bayestestR&version=0.15.2" data-mini-rdoc="bayestestR::singmann@gmail.com">singmann@gmail.com</a> (<a href="https://orcid.org/0000-0002-4842-3657">ORCID</a>) [contributor]</li>
<li>Quentin F. Gronau (<a href="https://orcid.org/0000-0001-5510-6943">ORCID</a>) [contributor]</li>
<li>Sam Crawley <a href="/link/sam%40crawley.nz?package=bayestestR&version=0.15.2" data-mini-rdoc="bayestestR::sam@crawley.nz">sam@crawley.nz</a> (<a href="https://orcid.org/0000-0002-7847-0411">ORCID</a>) [contributor]</li>
</ul>

Author

bayestestR: Describing Effects and their Uncertainty, Existence and
Significance within the Bayesian Framework — bayestestR-package

Maintainer: Dominique Makowski <a href='mailto:dom.makowski@gmail.com'>dom.makowski@gmail.com</a> (<a href='https://orcid.org/0000-0001-5375-9967'>ORCID</a>)
Authors:<ul>
<li>Daniel Lüdecke <a href='mailto:d.luedecke@uke.de'>d.luedecke@uke.de</a> (<a href='https://orcid.org/0000-0002-8895-3206'>ORCID</a>)</li>
<li>Mattan S. Ben-Shachar <a href='mailto:matanshm@post.bgu.ac.il'>matanshm@post.bgu.ac.il</a> (<a href='https://orcid.org/0000-0002-4287-4801'>ORCID</a>)</li>
<li>Indrajeet Patil <a href='mailto:patilindrajeet.science@gmail.com'>patilindrajeet.science@gmail.com</a> (<a href='https://orcid.org/0000-0003-1995-6531'>ORCID</a>)</li>
<li>Micah K. Wilson <a href='mailto:micah.k.wilson@curtin.edu.au'>micah.k.wilson@curtin.edu.au</a> (<a href='https://orcid.org/0000-0003-4143-7308'>ORCID</a>)</li>
<li>Brenton M. Wiernik <a href='mailto:brenton@wiernik.org'>brenton@wiernik.org</a> (<a href='https://orcid.org/0000-0001-9560-6336'>ORCID</a>)</li>
</ul>

Other contributors:<ul>
<li>Paul-Christian Bürkner <a href='mailto:paul.buerkner@gmail.com'>paul.buerkner@gmail.com</a> [reviewer]</li>
<li>Tristan Mahr <a href='mailto:tristan.mahr@wisc.edu'>tristan.mahr@wisc.edu</a> (<a href='https://orcid.org/0000-0002-8890-5116'>ORCID</a>) [reviewer]</li>
<li>Henrik Singmann <a href='mailto:singmann@gmail.com'>singmann@gmail.com</a> (<a href='https://orcid.org/0000-0002-4842-3657'>ORCID</a>) [contributor]</li>
<li>Quentin F. Gronau (<a href='https://orcid.org/0000-0001-5510-6943'>ORCID</a>) [contributor]</li>
<li>Sam Crawley <a href='mailto:sam@crawley.nz'>sam@crawley.nz</a> (<a href='https://orcid.org/0000-0002-7847-0411'>ORCID</a>) [contributor]</li>
</ul>

bayestestR: Describing Effects and their Uncertainty, Existence and
Significance within the Bayesian Framework

bayestestR-package: bayestestR: Describing Effects and their Uncertainty, Existence and Significance within the Bayesian Framework

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Author

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