The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

dynamite: Bayesian Modeling and Causal Inference for Multivariate Longitudinal 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: 1.5.5
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: 2024-11-15
DOI: 10.32614/CRAN.package.dynamite
Author: Santtu Tikka ORCID iD [aut, cre], Jouni Helske ORCID iD [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:

Reference manual: dynamite.pdf
Vignettes: dynamite: An R Package for Dynamic Multivariate Panel Models (source, R code)
Model customization and non-MCMC estimation with dynamite (source)
Priors for dynamic multivariate panel models (source, R code)
Simulating data from a dynamic multivariate panel model (source)

Downloads:

Package source: dynamite_1.5.5.tar.gz
Windows binaries: r-devel: dynamite_1.5.5.zip, r-release: dynamite_1.5.5.zip, r-oldrel: dynamite_1.5.5.zip
macOS binaries: r-release (arm64): dynamite_1.5.5.tgz, r-oldrel (arm64): dynamite_1.5.5.tgz, r-release (x86_64): dynamite_1.5.5.tgz, r-oldrel (x86_64): dynamite_1.5.5.tgz
Old sources: dynamite archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=dynamite to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.