plsRbeta-package

<img src="figures/logo.png?package=plsRbeta&version=0.3.1" style="float: right" alt="logo" width="120">
Provides Partial least squares Regression for (weighted) beta regression models (Bertrand 2013, <a href="https://ojs-test.apps.ocp.math.cnrs.fr/index.php/J-SFdS/article/view/215">https://ojs-test.apps.ocp.math.cnrs.fr/index.php/J-SFdS/article/view/215</a>) and k-fold cross-validation of such models using various criteria. It allows for missing data in the explanatory variables. Bootstrap confidence intervals constructions are also available.

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Provides Partial least squares Regression for (weighted) beta regression models (Bertrand 2013, <https://ojs-test.apps.ocp.math.cnrs.fr/index.php/J-SFdS/article/view/215>) and k-fold cross-validation of such models using various criteria. It allows for missing data in the explanatory variables. Bootstrap confidence intervals constructions are also available.

Frederic Bertrand

plsRbeta

Partial Least Squares Regression for Beta Regression Models

Myriam Maumy-Bertrand

plsRbeta-package function

Maintainer: Frederic Bertrand <a href="/link/frederic.bertrand%40utt.fr?package=plsRbeta&version=0.3.1" data-mini-rdoc="plsRbeta::frederic.bertrand@utt.fr">frederic.bertrand@utt.fr</a> (<a href="https://orcid.org/0000-0002-0837-8281">ORCID</a>)
Authors:<ul>
<li>Myriam Maumy-Bertrand <a href="/link/myriam.maumy%40utt.fr?package=plsRbeta&version=0.3.1" data-mini-rdoc="plsRbeta::myriam.maumy@utt.fr">myriam.maumy@utt.fr</a> (<a href="https://orcid.org/0000-0002-4615-1512">ORCID</a>)</li>
</ul>

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
Provides Partial least squares Regression for (weighted) beta regression models (Bertrand 2013, <a href='https://ojs-test.apps.ocp.math.cnrs.fr/index.php/J-SFdS/article/view/215'>https://ojs-test.apps.ocp.math.cnrs.fr/index.php/J-SFdS/article/view/215</a>) and k-fold cross-validation of such models using various criteria. It allows for missing data in the explanatory variables. Bootstrap confidence intervals constructions are also available.

plsRbeta: Partial Least Squares Regression for Beta Regression Models — plsRbeta-package

Maintainer: Frederic Bertrand <a href='mailto:frederic.bertrand@utt.fr'>frederic.bertrand@utt.fr</a> (<a href='https://orcid.org/0000-0002-0837-8281'>ORCID</a>)
Authors:<ul>
<li>Myriam Maumy-Bertrand <a href='mailto:myriam.maumy@utt.fr'>myriam.maumy@utt.fr</a> (<a href='https://orcid.org/0000-0002-4615-1512'>ORCID</a>)</li>
</ul>

plsRbeta-package: plsRbeta: Partial Least Squares Regression for Beta Regression Models

Description

Arguments

Author

References

See Also