CRAN/E | dynamite

dynamite

Bayesian Modeling and Causal Inference for Multivariate Longitudinal Data

Installation

About

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) doi:10.31235/osf.io/mdwu5. 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) .

Citation dynamite citation info
docs.ropensci.org/dynamite/
github.com/ropensci/dynamite/
Bug report File report

Key Metrics

Version 1.4.9
R ≥ 3.6.0
Published 2024-02-02 85 days ago
Needs compilation? no
License GPL (≥ 3)
CRAN checks dynamite results

Downloads

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Maintainer

Maintainer

Santtu Tikka

santtuth@gmail.com

Authors

Santtu Tikka

aut / cre

Jouni Helske

aut

Nicholas Clark

rev

Lucy D’Agostino McGowan

rev

Material

README
NEWS
Reference manual
Package source

Additional repos

mc-stan.org/r-packages/

Vignettes

dynamite: An R Package for Dynamic Multivariate Panel Models
Priors for dynamic multivariate panel models
Simulating data from a dynamic multivariate panel model

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

dynamite archive

Depends

R ≥ 3.6.0

Imports

checkmate
cli
data.table
glue
ggplot2
loo
methods
patchwork
posterior
rlang
rstan
stats
tibble ≥ 2.0.0
utils

Suggests

bookdown
cmdstanr
covr
dplyr
knitr
mockthat
rmarkdown
testthat ≥ 3.0.0
tidyr