Package: stantargets
Title: Targets for Stan Workflows
Description: Bayesian data analysis usually incurs long runtimes and
cumbersome custom code. A pipeline toolkit tailored to Bayesian
statisticians, the 'stantargets' R package leverages 'targets'
and 'cmdstanr' to ease these burdens. 'stantargets' makes it
super easy to set up scalable Stan pipelines that automatically
parallelize the computation and skip expensive steps when the
results are already up to date. Minimal custom code is
required, and there is no need to manually configure branching,
so usage is much easier than 'targets' alone. 'stantargets' can
access all of 'cmdstanr''s major algorithms (MCMC, variational
Bayes, and optimization) and it supports both single-fit
workflows and multi-rep simulation studies. For the statistical
methodology, please refer to 'Stan' documentation (Stan
Development Team 2020) .
Version: 0.1.3.9000
License: MIT + file LICENSE
URL: https://docs.ropensci.org/stantargets/,
https://github.com/ropensci/stantargets,
https://r-multiverse.org/topics/bayesian.html
BugReports: https://github.com/ropensci/stantargets/issues
Authors@R: c(
person(
given = c("William", "Michael"),
family = "Landau",
role = c("aut", "cre"),
email = "will.landau.oss@gmail.com",
comment = c(ORCID = "0000-0003-1878-3253")
),
person(
given = "Krzysztof",
family = "Sakrejda",
role = "rev"
),
person(
given = c("Matthew", "T."),
family = "Warkentin",
role = "rev"
),
person(
family = "Eli Lilly and Company",
role = "cph"
))
Depends: R (>= 3.5.0)
Imports: cmdstanr (>= 0.9.0), fs (>= 1.5.0), fst (>= 0.9.2), posterior
(>= 1.0.1), purrr (>= 0.3.4), qs2, rlang (>= 0.4.10),
secretbase (>= 0.4.0), stats, targets (>= 1.9.0), tarchetypes
(>= 0.8.0), tibble (>= 3.0.1), tidyselect, withr (>= 2.1.2)
Suggests: dplyr (>= 1.0.2), ggplot2 (>= 3.0.0), knitr (>= 1.30),
R.utils (>= 2.10.1), rmarkdown (>= 2.3), SBC (>= 0.2.0),
testthat (>= 3.0.0), tidyr (>= 1.0.0), visNetwork (>= 2.0.9)
Remotes: hyunjimoon/SBC, stan-dev/cmdstanr,
SystemRequirements: CmdStan >= 2.25.0
Encoding: UTF-8
Language: en-US
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.3
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/pak/sysreqs: cmake libglpk-dev make libuv1-dev libxml2-dev
Repository: https://ropensci.r-universe.dev
Date/Publication: 2026-07-07 12:34:12 UTC
RemoteUrl: https://github.com/ropensci/stantargets
RemoteRef: main
RemoteSha: e9afdf672ef069f9768676f31b5b8af3f2f4d4b5
NeedsCompilation: no
Packaged: 2026-07-07 17:18:15 UTC; root
Author: William Michael Landau [aut, cre] (ORCID:
),
Krzysztof Sakrejda [rev],
Matthew T. Warkentin [rev],
Eli Lilly and Company [cph]
Maintainer: William Michael Landau