polle

polle-package

<img src="figures/logo.png?package=polle&version=1.6.2" style="float: right" alt="logo" width="120">
Package for learning and evaluating (subgroup) policies via doubly robust loss functions. Policy learning methods include doubly robust blip/conditional average treatment effect learning and sequential policy tree learning. Methods for (subgroup) policy evaluation include doubly robust cross-fitting and online estimation/sequential validation. See Nordland and Holst (2022) tools:::Rd_expr_doi("10.48550/arXiv.2212.02335") for documentation and references.

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Package for learning and evaluating (subgroup) policies via doubly robust loss functions. Policy learning methods include doubly robust blip/conditional average treatment effect learning and sequential policy tree learning. Methods for (subgroup) policy evaluation include doubly robust cross-fitting and online estimation/sequential validation. See Nordland and Holst (2022) <doi:10.48550/arXiv.2212.02335> for documentation and references.

Andreas Nordland

Policy Learning

Klaus Holst

polle-package function

Maintainer: Andreas Nordland <a href="/link/andreasnordland%40gmail.com?package=polle&version=1.6.2" data-mini-rdoc="polle::andreasnordland@gmail.com">andreasnordland@gmail.com</a>
Authors:<ul>
<li>Klaus Holst <a href="/link/klaus%40holst.it?package=polle&version=1.6.2" data-mini-rdoc="polle::klaus@holst.it">klaus@holst.it</a> (<a href="https://orcid.org/0000-0002-1364-6789">ORCID</a>)</li>
</ul>

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
Package for learning and evaluating (subgroup) policies via doubly robust loss functions. Policy learning methods include doubly robust blip/conditional average treatment effect learning and sequential policy tree learning. Methods for (subgroup) policy evaluation include doubly robust cross-fitting and online estimation/sequential validation. See Nordland and Holst (2022) tools:::Rd_expr_doi("10.48550/arXiv.2212.02335") for documentation and references.

polle: Policy Learning — polle-package

Maintainer: Andreas Nordland <a href='mailto:andreasnordland@gmail.com'>andreasnordland@gmail.com</a>
Authors:<ul>
<li>Klaus Holst <a href='mailto:klaus@holst.it'>klaus@holst.it</a> (<a href='https://orcid.org/0000-0002-1364-6789'>ORCID</a>)</li>
</ul>

polle-package: polle: Policy Learning

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