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DESCRIPTION
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DESCRIPTION
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Package: dynamite
Title: Bayesian Modeling and Causal Inference for Multivariate
Longitudinal Data
Version: 1.5.5
Authors@R: c(
person("Santtu", "Tikka", email = "[email protected]",
role = c("aut", "cre"), comment = c(ORCID = "0000-0003-4039-4342")),
person("Jouni", "Helske", email = "[email protected]", role = "aut",
comment = c(ORCID = "0000-0001-7130-793X")),
person("Nicholas", "Clark", role = "rev"),
person("Lucy", "D'Agostino McGowan", role = "rev")
)
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 (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>.
License: GPL (>= 3)
URL: https://docs.ropensci.org/dynamite/, https://github.com/ropensci/dynamite/
BugReports: https://github.com/ropensci/dynamite/issues/
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
VignetteBuilder: quarto
Config/testthat/edition: 3
Encoding: UTF-8
Roxygen: list(markdown = TRUE, roclets = c ("namespace", "rd",
"srr::srr_stats_roclet"))
RoxygenNote: 7.3.2
LazyData: true
LazyDataCompression: xz
Additional_repositories: https://mc-stan.org/r-packages/