rstanarm
Bayesian Applied Regression Modeling via Stan
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.
- https://mc-stan.org/rstanarm/
- https://discourse.mc-stan.org
- File a bug report
- rstanarm results
- rstanarm.pdf
- Version2.32.1
- R version≥ 3.4.0
- LicenseGPL (≥ 3)
- Needs compilation?Yes
- rstanarm citation info
- Last release01/18/2024
Documentation
- VignetteProbabilistic A/B Testing with rstanarm
- Vignettestan_aov: ANOVA Models
- Vignettestan_betareg: Models for Rate/Proportion Data
- Vignettestan_glm: GLMs for Binary and Binomial Data
- Vignettestan_glm: GLMs for Continuous Data
- Vignettestan_glm: GLMs for Count Data
- Vignettestan_glmer: GLMs with Group-Specific Terms
- Vignettestan_jm: Joint Models for Longitudinal and Time-to-Event Data
- Vignettestan_lm: Regularized Linear Models
- VignetteMRP with rstanarm
- Vignettestan_polr: Ordinal Models
- VignetteHierarchical Partial Pooling
- VignettePrior Distributions
- VignetteHow to Use the rstanarm Package
- MaterialNEWS
- In ViewsBayesian
- In ViewsMixedModels
- In ViewsSurvival
Team
Ben Goodrich
Jonah Gabry
Show author detailsRolesAuthorImad Ali
Show author detailsRolesContributorSam Brilleman
Show author detailsRolesContributorJacqueline Buros Novik
Show author detailsRolesContributorAstraZeneca
Show author detailsRolesContributorTrustees of Columbia University
Show author detailsRolesCopyright holderSimon Wood
Show author detailsRolesCopyright holderR Core Deveopment Team
Show author detailsRolesCopyright holderDouglas Bates
Show author detailsRolesCopyright holderMartin Maechler
Show author detailsRolesCopyright holderBen Bolker
Show author detailsRolesCopyright holderSteve Walker
Show author detailsRolesCopyright holderBrian Ripley
Show author detailsRolesCopyright holderWilliam Venables
Show author detailsRolesCopyright holderPaul-Christian Burkner
Show author detailsRolesCopyright holder
Insights
Last 30 days
Last 365 days
The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.
Data provided by CRAN
Binaries
Dependencies
- Depends2 packages
- Imports12 packages
- Suggests16 packages
- Linking To6 packages
- Reverse Depends2 packages
- Reverse Imports6 packages
- Reverse Suggests33 packages
- Reverse Enhances3 packages