mlts

mlts-package

Fit multilevel manifest or latent time-series models, including popular Dynamic Structural Equation Models (DSEM). The models can be set up and modified with user-friendly functions and are fit to the data using 'Stan' for Bayesian inference. Path models and formulas for user-defined models can be easily created with functions using 'knitr'. Asparouhov, Hamaker, &amp; Muthen (2018) tools:::Rd_expr_doi("10.1080/10705511.2017.1406803").

internal

Fit multilevel manifest or latent time-series models, including popular Dynamic Structural Equation Models (DSEM).
The models can be set up and modified with user-friendly functions and are fit to the data using 'Stan' for Bayesian inference.
Path models and formulas for user-defined models can be easily created with functions using 'knitr'.
Asparouhov, Hamaker, & Muthen (2018) <doi:10.1080/10705511.2017.1406803>.

Kenneth Koslowski

Multilevel Latent Time Series Models with 'R' and 'Stan'

Fabian Münch

Tobias Koch

Jana Holtmann

mlts-package function

Maintainer: Kenneth Koslowski <a href="/link/kenneth.koslowski%40uni-leipzig.de?package=mlts&version=2.0.1" data-mini-rdoc="mlts::kenneth.koslowski@uni-leipzig.de">kenneth.koslowski@uni-leipzig.de</a> (<a href="https://orcid.org/0000-0001-5296-5267">ORCID</a>) [copyright holder]
Authors:<ul>
<li>Fabian Münch <a href="/link/fabian.felix.muench%40uni-jena.de?package=mlts&version=2.0.1" data-mini-rdoc="mlts::fabian.felix.muench@uni-jena.de">fabian.felix.muench@uni-jena.de</a> (<a href="https://orcid.org/0000-0001-5591-9901">ORCID</a>)</li>
<li>Tobias Koch <a href="/link/tobias.koch%40uni-jena.de?package=mlts&version=2.0.1" data-mini-rdoc="mlts::tobias.koch@uni-jena.de">tobias.koch@uni-jena.de</a> (<a href="https://orcid.org/0000-0002-8143-3566">ORCID</a>)</li>
<li>Jana Holtmann <a href="/link/jana.holtmann%40uni-leipzig.de?package=mlts&version=2.0.1" data-mini-rdoc="mlts::jana.holtmann@uni-leipzig.de">jana.holtmann@uni-leipzig.de</a> (<a href="https://orcid.org/0000-0002-7949-0772">ORCID</a>)</li>
</ul>

Author

mlts: Multilevel Latent Time Series Models with 'R' and 'Stan' — mlts-package

Maintainer: Kenneth Koslowski <a href='mailto:kenneth.koslowski@uni-leipzig.de'>kenneth.koslowski@uni-leipzig.de</a> (<a href='https://orcid.org/0000-0001-5296-5267'>ORCID</a>) [copyright holder]
Authors:<ul>
<li>Fabian Münch <a href='mailto:fabian.felix.muench@uni-jena.de'>fabian.felix.muench@uni-jena.de</a> (<a href='https://orcid.org/0000-0001-5591-9901'>ORCID</a>)</li>
<li>Tobias Koch <a href='mailto:tobias.koch@uni-jena.de'>tobias.koch@uni-jena.de</a> (<a href='https://orcid.org/0000-0002-8143-3566'>ORCID</a>)</li>
<li>Jana Holtmann <a href='mailto:jana.holtmann@uni-leipzig.de'>jana.holtmann@uni-leipzig.de</a> (<a href='https://orcid.org/0000-0002-7949-0772'>ORCID</a>)</li>
</ul>

mlts-package: mlts: Multilevel Latent Time Series Models with 'R' and 'Stan'

Description

Arguments

Author

See Also