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.
- Version2.32.1
- R versionunknown
- 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
MaintainerShow author detailsMartin Maechler
Douglas Bates
Brian Ripley
Show author detailsRolesCopyright holderSteve Walker
Show author detailsRolesCopyright holderBen Bolker
Show author detailsRolesCopyright holderJonah Gabry
Show author detailsRolesAuthorSimon Wood
Show author detailsRolesCopyright holderSam Brilleman
Show author detailsRolesContributorTrustees of Columbia University
Show author detailsRolesCopyright holderWilliam Venables
Show author detailsRolesCopyright holderImad Ali
Show author detailsRolesContributorJacqueline Buros Novik
Show author detailsRolesContributorAstraZeneca
Show author detailsRolesContributorR Core Deveopment Team
Show author detailsRolesCopyright holderPaul-Christian Burkner
Show author detailsRolesCopyright holder
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