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rstan
View on CRAN: Click
here
Download and install rstan package within the R console
Install from CRAN:
install.packages("rstan")
Install from Github:
library("remotes")
install_github("cran/rstan")
Install by package version:
library("remotes")
install_version("rstan", "2.32.6")
Attach the package and use:
library("rstan")
Maintained by
Ben Goodrich
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-07-18
Latest Update: 2024-01-10
Description:
User-facing R functions are provided to parse, compile, test, estimate, and analyze Stan models by accessing the header-only Stan library provided by the 'StanHeaders' package. The Stan project develops a probabilistic programming language that implements full Bayesian statistical inference via Markov Chain Monte Carlo, rough Bayesian inference via 'variational' approximation, and (optionally penalized) maximum likelihood estimation via optimization. In all three cases, automatic differentiation is used to quickly and accurately evaluate gradients without burdening the user with the need to derive the partial derivatives.
How to cite:
Ben Goodrich (2015). rstan: R Interface to Stan. R package version 2.32.6, https://cran.r-project.org/web/packages/rstan
Previous versions and publish date:
2.7.0-1 (2015-07-18 17:00), 2.8.0 (2015-09-19 19:50), 2.8.1 (2015-11-19 11:02), 2.8.2 (2015-11-27 08:53), 2.9.0-3 (2016-02-12 01:23), 2.9.0 (2016-01-05 21:02), 2.10.1 (2016-06-24 19:14), 2.11.1 (2016-07-29 06:41), 2.12.1 (2016-09-12 09:14), 2.13.2 (2016-12-18 11:23), 2.14.1 (2016-12-28 18:27), 2.14.2 (2017-03-19 12:39), 2.15.1 (2017-04-19 11:15), 2.16.2 (2017-07-03 12:51), 2.17.2 (2017-12-21 01:26), 2.17.3 (2018-01-20 16:33), 2.17.4 (2018-10-01 07:30), 2.18.1 (2018-10-16 06:20), 2.18.2 (2018-11-07 21:10), 2.19.2 (2019-07-09 14:40), 2.19.3 (2020-02-11 14:02), 2.21.1 (2020-07-08 15:10), 2.21.2 (2020-07-27 11:50), 2.21.3 (2021-12-20 00:30), 2.21.5 (2022-04-11 16:20), 2.21.7 (2022-09-08 13:00), 2.21.8 (2023-01-17 13:40), 2.26.23 (2023-09-08 12:30), 2.32.3 (2023-10-15 07:00), 2.32.5 (2024-01-10 21:20)
Other packages that cited rstan R package
View rstan citation profile
Other R packages that rstan depends,
imports, suggests or enhances
Functions, R codes and Examples using
the rstan R package
Some associated functions: As.mcmc.list . Rhat . check_hmc_diagnostics . expose_stan_functions . extract_sparse_parts . lookup . makeconf_path . monitor . nlist . plotting-functions . print.stanfit . read_rdump . rstan-internal . rstan . rstan.package.skeleton . rstan_options . sbc . set_cppo . sflist2stanfit . stan . stan_csv . stan_demo . stan_model . stan_plot . stan_plot_diagnostics . stan_plot_options . stan_rdump . stan_version . stanc . stanfit-class . stanfit-method-extract . stanfit-method-logprob . stanfit-method-loo-moment-match . stanfit-method-loo . stanfit-method-pairs . stanfit-method-plot . stanfit-method-summary . stanfit-method-traceplot . stanfit2array-method . stanmodel-class . stanmodel-method-gqs . stanmodel-method-optimizing . stanmodel-method-sampling . stanmodel-method-vb .
Some associated R codes: AllClass.R . Rcpp_module_def.R . SBC.R . chains.R . check_hmc_diagnostics.R . cxxdso-class.R . cxxfunplus.R . doctor_cppcode.R . dynGet.R . exposeStanClass.R . expose_stan_functions.R . extract_sparse_parts.R . get_rng.R . get_stream.R . gqs_light.R . loo.R . lookup.R . makefile_op.R . misc.R . monitor.R . options.R . pairs.R . plugin.R . rstan.R . rstan_package_skeleton.R . stan_csv.R . stan_demo.R . stan_plot.R . stan_plot_helpers.R . stan_plot_options.R . stanc.R . stanfit-class.R . stanmodel-class.R . zzz.R . Full rstan package functions and examples
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