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dynamite  

Bayesian Modeling and Causal Inference for Multivariate Longitudinal Data
View on CRAN: Click here


Download and install dynamite package within the R console
Install from CRAN:
install.packages("dynamite")

Install from Github:
library("remotes")
install_github("cran/dynamite")

Install by package version:
library("remotes")
install_version("dynamite", "1.6.2")



Attach the package and use:
library("dynamite")
Maintained by
Santtu Tikka
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-12-23
Latest Update: 2025-04-07
Description:
Easy-to-use and efficient interface for Bayesian inference of complex panel (time series) data using dynamic multivariate panel models by Helske and Tikka (2022) . 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, 2023) .
How to cite:
Santtu Tikka (2022). dynamite: Bayesian Modeling and Causal Inference for Multivariate Longitudinal Data. R package version 1.6.2, https://cran.r-project.org/web/packages/dynamite. Accessed 27 Jun. 2026.
Previous versions and publish date:
1.0.1 (2022-12-23 20:30), 1.1.1 (2023-02-03 12:22), 1.3.1 (2023-03-31 16:10), 1.3.3 (2023-04-18 21:20), 1.4.1 (2023-05-10 18:30), 1.4.2 (2023-05-18 13:50), 1.4.3 (2023-05-30 11:20), 1.4.5 (2023-08-23 17:50), 1.4.9 (2024-02-02 18:10), 1.5.2 (2024-05-28 09:40), 1.5.5 (2024-11-15 21:10), 1.5.6 (2025-04-07 08:40), 1.6.2 (2026-01-13 12:30)
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Complete documentation for dynamite
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