predRupdate

predRupdate-package

<img src="figures/logo.png?package=predRupdate&version=0.2.0" style="float: right" alt="logo" width="120">
Evaluate the predictive performance of an existing (i.e. previously developed) prediction/ prognostic model given relevant information about the existing prediction model (e.g. coefficients) and a new dataset. Provides a range of model updating methods that help tailor the existing model to the new dataset; see Su et al. (2018) tools:::Rd_expr_doi("10.1177/0962280215626466"). Techniques to aggregate multiple existing prediction models on the new data are also provided; see Debray et al. (2014) tools:::Rd_expr_doi("10.1002/sim.6080") and Martin et al. (2018) tools:::Rd_expr_doi("10.1002/sim.7586")).

internal

Evaluate the predictive performance of an existing (i.e. previously
developed) prediction/ prognostic model given relevant information about the
existing prediction model (e.g. coefficients) and a new dataset. Provides a
range of model updating methods that help tailor the existing model to the
new dataset; see Su et al. (2018) <doi:10.1177/0962280215626466>. Techniques
to aggregate multiple existing prediction models on the new data are also
provided; see Debray et al. (2014) <doi:10.1002/sim.6080> and Martin et al.
(2018) <doi:10.1002/sim.7586>).

Glen P. Martin

Prediction Model Validation and Updating

David Jenkins

Matthew Sperrin

predRupdate-package function

Maintainer: Glen P. Martin <a href="/link/glen.martin31%40gmail.com?package=predRupdate&version=0.2.0" data-mini-rdoc="predRupdate::glen.martin31@gmail.com">glen.martin31@gmail.com</a> (<a href="https://orcid.org/0000-0002-3410-9472">ORCID</a>) [copyright holder]
Authors:<ul>
<li>David Jenkins <a href="/link/david.jenkins-5%40manchester.ac.uk?package=predRupdate&version=0.2.0" data-mini-rdoc="predRupdate::david.jenkins-5@manchester.ac.uk">david.jenkins-5@manchester.ac.uk</a> [copyright holder]</li>
<li>Matthew Sperrin <a href="/link/matthew.sperrin%40manchester.ac.uk?package=predRupdate&version=0.2.0" data-mini-rdoc="predRupdate::matthew.sperrin@manchester.ac.uk">matthew.sperrin@manchester.ac.uk</a> [copyright holder]</li>
</ul>

Author

<img src='figures/logo.png' style='float: right' alt='logo' width='120' />
Evaluate the predictive performance of an existing (i.e. previously developed) prediction/ prognostic model given relevant information about the existing prediction model (e.g. coefficients) and a new dataset. Provides a range of model updating methods that help tailor the existing model to the new dataset; see Su et al. (2018) tools:::Rd_expr_doi("10.1177/0962280215626466"). Techniques to aggregate multiple existing prediction models on the new data are also provided; see Debray et al. (2014) tools:::Rd_expr_doi("10.1002/sim.6080") and Martin et al. (2018) tools:::Rd_expr_doi("10.1002/sim.7586")).

predRupdate: Prediction Model Validation and Updating — predRupdate-package

Maintainer: Glen P. Martin <a href='mailto:glen.martin31@gmail.com'>glen.martin31@gmail.com</a> (<a href='https://orcid.org/0000-0002-3410-9472'>ORCID</a>) [copyright holder]
Authors:<ul>
<li>David Jenkins <a href='mailto:david.jenkins-5@manchester.ac.uk'>david.jenkins-5@manchester.ac.uk</a> [copyright holder]</li>
<li>Matthew Sperrin <a href='mailto:matthew.sperrin@manchester.ac.uk'>matthew.sperrin@manchester.ac.uk</a> [copyright holder]</li>
</ul>

predRupdate-package: predRupdate: Prediction Model Validation and Updating

Description

Arguments

Author

See Also