dynamite: Bayesian Modeling and Causal Inference for MultivariateLongitudinal Data
Easy-to-use and efficient interface for Bayesian inference of complex panel (time series) data using dynamic multivariate panel models by Helske and Tikka (2024) <doi:10.1016/j.alcr.2024.100617>. The package supports joint modeling of multiple measurements per individual, time-varying and time-invariant effects, and a wide range of discrete and continuous distributions. Estimation of these dynamic multivariate panel models is carried out via 'Stan'. For an in-depth tutorial of the package, see (Tikka and Helske, 2024) <doi:10.48550/arXiv.2302.01607>.
| Version: | 1.5.6 |
| Depends: | R (≥ 3.6.0) |
| Imports: | checkmate,cli,data.table (≥ 1.15.0),ggforce,glue,ggplot2,loo,patchwork,posterior,rlang,rstan, stats,tibble (≥ 2.0.0), utils |
| Suggests: | cmdstanr,covr,dplyr,knitr,mice,mockthat,quarto,testthat (≥ 3.0.0),tidyr |
| Published: | 2025-04-07 |
| DOI: | 10.32614/CRAN.package.dynamite |
| Author: | Santtu Tikka [aut, cre], Jouni Helske [aut], Nicholas Clark [rev], Lucy D'Agostino McGowan [rev] |
| Maintainer: | Santtu Tikka <santtuth at gmail.com> |
| BugReports: | https://github.com/ropensci/dynamite/issues/ |
| License: | GPL (≥ 3) |
| URL: | https://docs.ropensci.org/dynamite/,https://github.com/ropensci/dynamite/ |
| NeedsCompilation: | no |
| Additional_repositories: | https://mc-stan.org/r-packages/ |
| Citation: | dynamite citation info |
| Materials: | README,NEWS |
| CRAN checks: | dynamite results |
Documentation:
Downloads:
| Package source: | dynamite_1.5.6.tar.gz |
| Windows binaries: | r-devel:dynamite_1.5.6.zip, r-release:dynamite_1.5.6.zip, r-oldrel:dynamite_1.5.6.zip |
| macOS binaries: | r-release (arm64):dynamite_1.5.6.tgz, r-oldrel (arm64):dynamite_1.5.6.tgz, r-release (x86_64):dynamite_1.5.6.tgz, r-oldrel (x86_64):dynamite_1.5.6.tgz |
| Old sources: | dynamite archive |
Linking:
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