tsnet-package

tsnet

Time Series Network Analysis with R

Fit, compare, and visualize Bayesian graphical vector autoregressive (GVAR) network models using 'Stan'. These models are commonly used in psychology to represent temporal and contemporaneous relationships between multiple variables in intensive longitudinal data. Fitted models can be compared with a test based on matrix norm differences of posterior point estimates to quantify the differences between two estimated networks. See also Siepe, Kloft & Heck (2024) <doi:10.31234/osf.io/uwfjc>.

Björn S. Siepe

Fitting, Comparing, and Visualizing Networks Based on Time
Series Data

Matthias Kloft

Daniel W. Heck

tsnet-package function

Maintainer: Björn S. Siepe <a href="/link/bjoernsiepe%40gmail.com?package=tsnet&version=0.1.0" data-mini-rdoc="tsnet::bjoernsiepe@gmail.com">bjoernsiepe@gmail.com</a> (<a href="https://orcid.org/0000-0002-9558-4648">ORCID</a>) [copyright holder]
Authors:<ul>
<li>Matthias Kloft <a href="/link/kloft%40uni-marburg.de?package=tsnet&version=0.1.0" data-mini-rdoc="tsnet::kloft@uni-marburg.de">kloft@uni-marburg.de</a> (<a href="https://orcid.org/0000-0003-1845-6957">ORCID</a>)</li>
</ul>Other contributors:<ul>
<li>Daniel W. Heck <a href="/link/daniel.heck%40uni-marburg.de?package=tsnet&version=0.1.0" data-mini-rdoc="tsnet::daniel.heck@uni-marburg.de">daniel.heck@uni-marburg.de</a> (<a href="https://orcid.org/0000-0002-6302-9252">ORCID</a>) [contributor]</li>
</ul>

Author

The 'tsnet' package — tsnet-package

Maintainer: Björn S. Siepe <a href='mailto:bjoernsiepe@gmail.com'>bjoernsiepe@gmail.com</a> (<a href='https://orcid.org/0000-0002-9558-4648'>ORCID</a>) [copyright holder]
Authors:<ul>
<li>Matthias Kloft <a href='mailto:kloft@uni-marburg.de'>kloft@uni-marburg.de</a> (<a href='https://orcid.org/0000-0003-1845-6957'>ORCID</a>)</li>
</ul>

Other contributors:<ul>
<li>Daniel W. Heck <a href='mailto:daniel.heck@uni-marburg.de'>daniel.heck@uni-marburg.de</a> (<a href='https://orcid.org/0000-0002-6302-9252'>ORCID</a>) [contributor]</li>
</ul>

tsnet-package: The 'tsnet' package

Description

Arguments

Author

See Also