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mlts: Multilevel Latent Time Series Models with 'R' and 'Stan'
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>.
Package details |
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| Author | Kenneth Koslowski [aut, cre, cph] (<https://orcid.org/0000-0001-5296-5267>), Fabian Münch [aut] (<https://orcid.org/0000-0001-5591-9901>), Tobias Koch [aut] (<https://orcid.org/0000-0002-8143-3566>), Jana Holtmann [aut] (<https://orcid.org/0000-0002-7949-0772>) |
| Maintainer | Kenneth Koslowski <kenneth.koslowski@uni-leipzig.de> |
| License | GPL (>= 3) |
| Version | 1.0.0 |
| URL | https://github.com/munchfab/mlts |
| Package repository | View on CRAN |
| Installation |
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