viruslearner

viruslearner-package

Advanced statistical modeling techniques for ensemble learning, specifically tailored to the analysis of lymphocyte counts and viral load data in the context of HIV research. Empowering researchers and practitioners, this tool provides a comprehensive solution for tasks such as analysis, prediction and risk calculation related to key viral metrics. The package incorporates cutting-edge ensemble learning principles, inspired by model stacking techniques of Simon P. Couch and Max Kuhn (2022) tools:::Rd_expr_doi("10.21105/joss.04471") and adhering to tidy data principles, offering a robust and reproducible framework for HIV research.

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Advanced statistical modeling techniques for ensemble learning, specifically tailored to the analysis of lymphocyte counts and viral load data in the context of HIV research. Empowering researchers and practitioners, this tool provides a comprehensive solution for tasks such as analysis, prediction and risk calculation related to key viral metrics. The package incorporates cutting-edge ensemble learning principles, inspired by model stacking techniques of Simon P. Couch and Max Kuhn (2022) <doi:10.21105/joss.04471> and adhering to tidy data principles, offering a robust and reproducible framework for HIV research.

Juan Pablo Acuña González

Ensemble Learning for HIV-Related Metrics

María de los Ángeles Salgado Jiménez

Baltazar Joanico Morales

Juan Villagómez Méndez

viruslearner-package function

Maintainer: Juan Pablo Acuña González <a href="/link/acua6307%40gmail.com?package=viruslearner&version=0.0.2" data-mini-rdoc="viruslearner::acua6307@gmail.com">acua6307@gmail.com</a> (<a href="https://orcid.org/0009-0003-6029-6560">ORCID</a>) [copyright holder]
Authors:<ul>
<li>María de los Ángeles Salgado Jiménez <a href="/link/ansaji83%40gmail.com?package=viruslearner&version=0.0.2" data-mini-rdoc="viruslearner::ansaji83@gmail.com">ansaji83@gmail.com</a> (<a href="https://orcid.org/0000-0003-3078-9156">ORCID</a>)</li>
<li>Baltazar Joanico Morales (<a href="https://orcid.org/0000-0001-5001-5647">ORCID</a>)</li>
<li>Juan Villagómez Méndez (<a href="https://orcid.org/0000-0001-8385-8624">ORCID</a>)</li>
</ul>

Author

viruslearner: Ensemble Learning for HIV-Related Metrics — viruslearner-package

Maintainer: Juan Pablo Acuña González <a href='mailto:acua6307@gmail.com'>acua6307@gmail.com</a> (<a href='https://orcid.org/0009-0003-6029-6560'>ORCID</a>) [copyright holder]
Authors:<ul>
<li>María de los Ángeles Salgado Jiménez <a href='mailto:ansaji83@gmail.com'>ansaji83@gmail.com</a> (<a href='https://orcid.org/0000-0003-3078-9156'>ORCID</a>)</li>
<li>Baltazar Joanico Morales (<a href='https://orcid.org/0000-0001-5001-5647'>ORCID</a>)</li>
<li>Juan Villagómez Méndez (<a href='https://orcid.org/0000-0001-8385-8624'>ORCID</a>)</li>
</ul>

viruslearner-package: viruslearner: Ensemble Learning for HIV-Related Metrics

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