hmde-package

hmde

A package to implement a selection of hierarchical Bayesian longitudinal models for inverse Bayesian problems.

Wrapper for Stan that offers a number of in-built models to implement a hierarchical Bayesian longitudinal model for repeat observation data. Model choice selects the differential equation that is fit to the observations. Single and multi-individual models are available. O'Brien et al. (2024) <doi:10.1111/2041-210X.14463>.

Tess O'Brien

Hierarchical Methods for Differential Equations

Daniel Falster

Fonti Kar

David Warton

hmde-package function

Maintainer: Tess O'Brien <a href="/link/tess_obrien%40fastmail.com?package=hmde&version=1.2.1" data-mini-rdoc="hmde::tess_obrien@fastmail.com">tess_obrien@fastmail.com</a> (<a href="https://orcid.org/0009-0000-5821-8801">ORCID</a>) [copyright holder]
Authors:<ul>
<li>Daniel Falster <a href="/link/daniel.falster%40unsw.edu.au?package=hmde&version=1.2.1" data-mini-rdoc="hmde::daniel.falster@unsw.edu.au">daniel.falster@unsw.edu.au</a> (<a href="https://orcid.org/0000-0002-9814-092X">ORCID</a>) [contributor]</li>
<li>David Warton <a href="/link/david.warton%40unsw.edu.au?package=hmde&version=1.2.1" data-mini-rdoc="hmde::david.warton@unsw.edu.au">david.warton@unsw.edu.au</a> (<a href="https://orcid.org/0000-0002-1642-628X">ORCID</a>) [contributor]</li>
</ul>Other contributors:<ul>
<li>Fonti Kar <a href="/link/f.kar%40unsw.edu.au?package=hmde&version=1.2.1" data-mini-rdoc="hmde::f.kar@unsw.edu.au">f.kar@unsw.edu.au</a> (<a href="https://orcid.org/0000-0002-2760-3974">ORCID</a>) [contributor]</li>
</ul>

Author

The 'hmde' package. — hmde-package

Maintainer: Tess O'Brien <a href='mailto:tess_obrien@fastmail.com'>tess_obrien@fastmail.com</a> (<a href='https://orcid.org/0009-0000-5821-8801'>ORCID</a>) [copyright holder]
Authors:<ul>
<li>Daniel Falster <a href='mailto:daniel.falster@unsw.edu.au'>daniel.falster@unsw.edu.au</a> (<a href='https://orcid.org/0000-0002-9814-092X'>ORCID</a>) [contributor]</li>
<li>David Warton <a href='mailto:david.warton@unsw.edu.au'>david.warton@unsw.edu.au</a> (<a href='https://orcid.org/0000-0002-1642-628X'>ORCID</a>) [contributor]</li>
</ul>

Other contributors:<ul>
<li>Fonti Kar <a href='mailto:f.kar@unsw.edu.au'>f.kar@unsw.edu.au</a> (<a href='https://orcid.org/0000-0002-2760-3974'>ORCID</a>) [contributor]</li>
</ul>

hmde-package: The 'hmde' package.

Description

Arguments

Author

References

See Also