scoringutils

scoringutils-package

<img src="figures/logo.png?package=scoringutils&version=2.3.0" style="float: right" alt="logo" width="120">
Facilitate the evaluation of forecasts in a convenient framework based on data.table. It allows user to to check their forecasts and diagnose issues, to visualise forecasts and missing data, to transform data before scoring, to handle missing forecasts, to aggregate scores, and to visualise the results of the evaluation. The package mostly focuses on the evaluation of probabilistic forecasts and allows evaluating several different forecast types and input formats. Find more information about the package in the Vignettes as well as in the accompanying paper, tools:::Rd_expr_doi("10.48550/arXiv.2205.07090").

internal

Facilitate the evaluation of forecasts in a convenient
framework based on data.table. It allows user to to check their forecasts
and diagnose issues, to visualise forecasts and missing data, to transform
data before scoring, to handle missing forecasts, to aggregate scores, and
to visualise the results of the evaluation. The package mostly focuses on
the evaluation of probabilistic forecasts and allows evaluating several
different forecast types and input formats. Find more information about the
package in the Vignettes as well as in the accompanying paper,
<doi:10.48550/arXiv.2205.07090>.

Nikos Bosse

Utilities for Scoring and Assessing Predictions

Sam Abbott

Hugo Gruson

Johannes Bracher

Toshiaki Asakura 

James Mba Azam

Sebastian Funk

Michael Chirico

scoringutils-package function

Maintainer: Nikos Bosse <a href="/link/nikosbosse%40gmail.com?package=scoringutils&version=2.3.0" data-mini-rdoc="scoringutils::nikosbosse@gmail.com">nikosbosse@gmail.com</a> (<a href="https://orcid.org/0000-0002-7750-5280">ORCID</a>)
Authors:<ul>
<li>Nikos Bosse <a href="/link/nikosbosse%40gmail.com?package=scoringutils&version=2.3.0" data-mini-rdoc="scoringutils::nikosbosse@gmail.com">nikosbosse@gmail.com</a> (<a href="https://orcid.org/0000-0002-7750-5280">ORCID</a>)</li>
<li>Sam Abbott <a href="/link/contact%40samabbott.co.uk?package=scoringutils&version=2.3.0" data-mini-rdoc="scoringutils::contact@samabbott.co.uk">contact@samabbott.co.uk</a> (<a href="https://orcid.org/0000-0001-8057-8037">ORCID</a>)</li>
<li>Hugo Gruson <a href="/link/hugo.gruson%2BR%40normalesup.org?package=scoringutils&version=2.3.0" data-mini-rdoc="scoringutils::hugo.gruson+R@normalesup.org">hugo.gruson+R@normalesup.org</a> (<a href="https://orcid.org/0000-0002-4094-1476">ORCID</a>)</li>
<li>Sebastian Funk <a href="/link/sebastian.funk%40lshtm.ac.uk?package=scoringutils&version=2.3.0" data-mini-rdoc="scoringutils::sebastian.funk@lshtm.ac.uk">sebastian.funk@lshtm.ac.uk</a></li>
</ul>Other contributors:<ul>
<li>Johannes Bracher <a href="/link/johannes.bracher%40kit.edu?package=scoringutils&version=2.3.0" data-mini-rdoc="scoringutils::johannes.bracher@kit.edu">johannes.bracher@kit.edu</a> (<a href="https://orcid.org/0000-0002-3777-1410">ORCID</a>) [contributor]</li>
<li>Toshiaki Asakura <a href="/link/toshiaki.asa9ra%40gmail.com?package=scoringutils&version=2.3.0" data-mini-rdoc="scoringutils::toshiaki.asa9ra@gmail.com">toshiaki.asa9ra@gmail.com</a> (<a href="https://orcid.org/0000-0001-8838-785X">ORCID</a>) [contributor]</li>
<li>James Mba Azam <a href="/link/james.azam%40lshtm.ac.uk?package=scoringutils&version=2.3.0" data-mini-rdoc="scoringutils::james.azam@lshtm.ac.uk">james.azam@lshtm.ac.uk</a> (<a href="https://orcid.org/0000-0001-5782-7330">ORCID</a>) [contributor]</li>
<li>Michael Chirico <a href="/link/michaelchirico4%40gmail.com?package=scoringutils&version=2.3.0" data-mini-rdoc="scoringutils::michaelchirico4@gmail.com">michaelchirico4@gmail.com</a> (<a href="https://orcid.org/0000-0003-0787-087X">ORCID</a>) [contributor]</li>
</ul>

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
Facilitate the evaluation of forecasts in a convenient framework based on data.table. It allows user to to check their forecasts and diagnose issues, to visualise forecasts and missing data, to transform data before scoring, to handle missing forecasts, to aggregate scores, and to visualise the results of the evaluation. The package mostly focuses on the evaluation of probabilistic forecasts and allows evaluating several different forecast types and input formats. Find more information about the package in the Vignettes as well as in the accompanying paper, tools:::Rd_expr_doi("10.48550/arXiv.2205.07090").

scoringutils: Utilities for Scoring and Assessing Predictions — scoringutils-package

Maintainer: Nikos Bosse <a href='mailto:nikosbosse@gmail.com'>nikosbosse@gmail.com</a> (<a href='https://orcid.org/0000-0002-7750-5280'>ORCID</a>)
Authors:<ul>
<li>Nikos Bosse <a href='mailto:nikosbosse@gmail.com'>nikosbosse@gmail.com</a> (<a href='https://orcid.org/0000-0002-7750-5280'>ORCID</a>)</li>
<li>Sam Abbott <a href='mailto:contact@samabbott.co.uk'>contact@samabbott.co.uk</a> (<a href='https://orcid.org/0000-0001-8057-8037'>ORCID</a>)</li>
<li>Hugo Gruson <a href='mailto:hugo.gruson+R@normalesup.org'>hugo.gruson+R@normalesup.org</a> (<a href='https://orcid.org/0000-0002-4094-1476'>ORCID</a>)</li>
<li>Sebastian Funk <a href='mailto:sebastian.funk@lshtm.ac.uk'>sebastian.funk@lshtm.ac.uk</a></li>
</ul>

Other contributors:<ul>
<li>Johannes Bracher <a href='mailto:johannes.bracher@kit.edu'>johannes.bracher@kit.edu</a> (<a href='https://orcid.org/0000-0002-3777-1410'>ORCID</a>) [contributor]</li>
<li>Toshiaki Asakura <a href='mailto:toshiaki.asa9ra@gmail.com'>toshiaki.asa9ra@gmail.com</a> (<a href='https://orcid.org/0000-0001-8838-785X'>ORCID</a>) [contributor]</li>
<li>James Mba Azam <a href='mailto:james.azam@lshtm.ac.uk'>james.azam@lshtm.ac.uk</a> (<a href='https://orcid.org/0000-0001-5782-7330'>ORCID</a>) [contributor]</li>
<li>Michael Chirico <a href='mailto:michaelchirico4@gmail.com'>michaelchirico4@gmail.com</a> (<a href='https://orcid.org/0000-0003-0787-087X'>ORCID</a>) [contributor]</li>
</ul>

scoringutils-package: scoringutils: Utilities for Scoring and Assessing Predictions

Description

Arguments

Author

See Also