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rstanarm  

Bayesian Applied Regression Modeling via Stan
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("rstanarm", "2.32.1")



Attach the package and use:
library("rstanarm")
Maintained by
Ben Goodrich
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-01-09
Latest Update: 2024-01-18
Description:
Estimates previously compiled regression models using the 'rstan' package, which provides the R interface to the Stan C++ library for Bayesian estimation. Users specify models via the customary R syntax with a formula and data.frame plus some additional arguments for priors.
How to cite:
Ben Goodrich (2016). rstanarm: Bayesian Applied Regression Modeling via Stan. R package version 2.32.1, https://cran.r-project.org/web/packages/rstanarm. Accessed 28 Jan. 2025.
Previous versions and publish date:
2.9.0-1 (2016-01-09 23:29), 2.9.0-3 (2016-02-13 19:01), 2.9.0-4 (2016-05-24 18:48), 2.10.1 (2016-06-25 19:07), 2.11.1 (2016-07-29 18:27), 2.12.1 (2016-09-13 21:19), 2.13.1 (2016-11-20 20:03), 2.14.1 (2017-01-17 08:36), 2.15.2 (2017-04-19 12:59), 2.15.3 (2017-04-29 14:58), 2.17.2 (2017-12-21 17:50), 2.17.3 (2018-02-18 05:48), 2.17.4 (2018-04-13 10:28), 2.18.1 (2018-10-21 23:40), 2.18.2 (2018-11-10 17:30), 2.19.2 (2019-10-03 20:00), 2.19.3 (2020-02-11 14:02), 2.21.1 (2020-07-20 20:20), 2.21.3 (2022-04-09 02:10), 2.21.4 (2023-04-08 17:30), 2.26.1 (2023-09-14 00:50)
Other packages that cited rstanarm R package
View rstanarm citation profile
Other R packages that rstanarm depends, imports, suggests or enhances
Complete documentation for rstanarm
Functions, R codes and Examples using the rstanarm R package
Some associated functions: QR-argument . adapt_delta . as.matrix.stanreg . available-algorithms . available-models . bayes_R2.stanreg . example_jm . example_model . family.stanmvreg . family.stanreg . formula.stanreg . get_y . kfold.stanreg . launch_shinystan.stanreg . log_lik.stanreg . logit . loo.stanreg . loo_predict.stanreg . model.frame.stanmvreg . model.frame.stanreg . model.matrix.stanreg . neg_binomial_2 . pairs.stanreg . plot.predict.stanjm . plot.stanreg . plot.survfit.stanjm . posterior_interval.stanreg . posterior_linpred.stanreg . posterior_predict.stanreg . posterior_survfit . posterior_traj . posterior_vs_prior . pp_check.stanreg . pp_validate . predict.stanreg . predictive_error.stanreg . predictive_interval.stanreg . print.stanreg . print.survfit.stanjm . prior_summary.stanreg . priors . ps_check . reexports . rstanarm-datasets . rstanarm-deprecated . rstanarm-package . se . stan_betareg . stan_biglm . stan_clogit . stan_gamm4 . stan_glm . stan_glmer . stan_jm . stan_lm . stan_mvmer . stan_nlmer . stan_polr . stanmvreg-methods . stanreg-draws-formats . stanreg-methods . stanreg-objects . stanreg_list . summary.stanreg . terms.stanmvreg . terms.stanreg . 
Some associated R codes: as.matrix.stanreg.R . bayes_R2.R . data_block.R . doc-QR.R . doc-adapt_delta.R . doc-algorithms.R . doc-datasets.R . doc-example_jm.R . doc-example_model.R . doc-modeling-functions.R . doc-rstanarm-deprecated.R . doc-rstanarm-package.R . draws.R . jm_data_block.R . jm_make_assoc_parts.R . jm_make_assoc_terms.R . launch_shinystan.R . log_lik.R . loo-kfold.R . loo-prediction.R . loo.R . misc.R . neg_binomial_2.R . plots.R . posterior_interval.R . posterior_linpred.R . posterior_predict.R . posterior_survfit.R . posterior_traj.R . posterior_vs_prior.R . pp_check.R . pp_data.R . pp_validate.R . predict.R . predictive_error.R . predictive_interval.R . print-and-summary.R . prior_summary.R . priors.R . ps_check.R . simulate_b_pars.R . stan_aov.R . stan_betareg.R . stan_betareg.fit.R . stan_biglm.R . stan_biglm.fit.R . stan_clogit.R . stan_gamm4.R . stan_glm.R . stan_glm.fit.R . stan_glmer.R . stan_jm.R . stan_jm.fit.R . stan_lm.R . stan_lm.fit.R . stan_mvmer.R . stan_nlmer.R . stan_polr.R . stan_polr.fit.R . stanmodels.R . stanmvreg-methods.R . stanmvreg.R . stanreg-methods.R . stanreg-objects.R . stanreg.R . stanreg_list.R . zzz.R .  Full rstanarm package functions and examples
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