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>.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | cowplot, dplyr (≥ 1.1.3), ggplot2, methods, mvtnorm, pdftools, Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), rlang, rmarkdown, rstan (≥ 2.32.3), rstantools (≥ 2.4.0), stats |
| LinkingTo: | BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), StanHeaders (≥ 2.18.0) |
| Suggests: | knitr, testthat (≥ 3.0.0) |
| Published: | 2024-06-27 |
| DOI: | 10.32614/CRAN.package.mlts |
| Author: | Kenneth Koslowski 
[aut, cre, cph],
Fabian Münch
[aut],
Tobias Koch [aut],
Jana Holtmann
[aut] |
| Maintainer: | Kenneth Koslowski <kenneth.koslowski at uni-leipzig.de> |
| BugReports: | https://github.com/munchfab/mlts/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/munchfab/mlts |
| NeedsCompilation: | yes |
| SystemRequirements: | GNU make |
| Citation: | mlts citation info |
| Materials: | README NEWS |
| CRAN checks: | mlts results |
Documentation:
| Reference manual: | mlts.pdf |
| Vignettes: |
Include Predictors for Random Effects on the Between Level manifest_ar_example Vector Autoregressive Models |
Downloads:
| Package source: | mlts_1.0.0.tar.gz |
| Windows binaries: | r-devel: mlts_1.0.0.zip, r-release: mlts_1.0.0.zip, r-oldrel: mlts_1.0.0.zip |
| macOS binaries: | r-release (arm64): mlts_1.0.0.tgz, r-oldrel (arm64): mlts_1.0.0.tgz, r-release (x86_64): mlts_1.0.0.tgz, r-oldrel (x86_64): mlts_1.0.0.tgz |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=mlts to link to this page.