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

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

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

Description

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) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/10705511.2017.1406803")}.

Author(s)

Maintainer: Kenneth Koslowski [e-mail] (ORCID) [copyright holder]

Authors:

• Fabian Münch [e-mail] (ORCID)

• Tobias Koch [e-mail] (ORCID)

• Jana Holtmann [e-mail] (ORCID)

See Also

Useful links:

• https://github.com/munchfab/mlts

• Report bugs at https://github.com/munchfab/mlts/issues

mlts documentation built on June 27, 2024, 5:13 p.m.