Estimates pre-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.
| Version: | 2.9.0-3 |
| Depends: | R (≥ 3.2.0), Rcpp (≥ 0.11.0), methods |
| Imports: | ggplot2 (≥ 2.0.0), lme4 (≥ 1.1-8), loo (≥ 0.1.4), Matrix, nlme (≥ 3.1-124), rstan (≥ 2.9.0-3), shinystan (≥ 2.1.0), stats, utils |
| LinkingTo: | StanHeaders (≥ 2.9.0), rstan (≥ 2.9.0-3), BH (≥ 1.58.0), Rcpp (≥ 0.11.0), RcppEigen |
| Suggests: | arm, gamm4, gridExtra, HSAUR3, KernSmooth, knitr, MASS, rmarkdown, testthat |
| Published: | 2016-02-13 |
| Author: | Jonah Gabry [aut], Trustees of Columbia University [cph], R Core Deveopment Team [cph] (R/pp_data.R, R/stan_aov.R), Douglas Bates [cph] (R/pp_data.R), Martin Maechler [cph] (R/pp_data.R), Ben Bolker [cph] (R/pp_data.R), Steve Walker [cph] (R/pp_data.R), Brian Ripley [cph] (R/stan_aov.R, R/stan_polr.R), William Venables [cph] (R/stan_polr.R), Ben Goodrich [cre, aut] |
| Maintainer: | Ben Goodrich <benjamin.goodrich at columbia.edu> |
| BugReports: | https://github.com/stan-dev/rstanarm/issues |
| License: | GPL (≥ 3) |
| URL: | https://groups.google.com/forum/#!forum/stan-users, http://mc-stan.org/ |
| NeedsCompilation: | yes |
| Materials: | NEWS |
| CRAN checks: | rstanarm results |
| Reference manual: | rstanarm.pdf |
| Vignettes: |
stan_aov: ANOVA Models stan_glm: GLMs for Binary and Binomial Data stan_glm: GLMs for Continuous Data stan_glm: GLMs for Count Data stan_glmer: GLMs with Group-Specific Terms stan_lm: Regularized Linear Models stan_polr: Ordinal Models Hierarchical Partial Pooling How to Use the rstanarm Package |
| Package source: | rstanarm_2.9.0-3.tar.gz |
| Windows binaries: | r-devel: rstanarm_2.9.0-3.zip, r-release: rstanarm_2.9.0-3.zip, r-oldrel: rstanarm_2.9.0-1.zip |
| OS X Snow Leopard binaries: | r-release: rstanarm_2.9.0-3.tgz, r-oldrel: not available |
| OS X Mavericks binaries: | r-release: rstanarm_2.9.0-3.tgz |
| Old sources: | rstanarm archive |