rstanarm swMATH ID: 15609 Software Authors: Jonah Gabry, R Core Deveopment Team, Douglas Bates, Martin Maechler, Ben Bolker, Steve Walker, Brian Ripley, William Venables, Ben Goodrich Description: R package rstanarm: Bayesian Applied Regression Modeling via Stan. 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. Homepage: https://cran.r-project.org/web/packages/rstanarm/index.html Source Code: https://github.com/cran/rstanarm Dependencies: R Keywords: Bayesian Applied Regression Modeling; Stan C++ library; rstan package Related Software: R; Stan; brms; RStan; JAGS; lme4; loo; ggplot2; runjags; rstan; nlme; WinBUGS; dplyr; bayesplot; lavaan; bayestestR; shinystan; UCI-ml; glmnet; BayesDA Cited in: 11 Publications all top 5 Cited by 29 Authors 2 Vehtari, Aki 1 Alkhairy, Ibrahim 1 Altinisik, Yasin 1 Canale, Antonio 1 Choy, Samantha Low 1 Cobb, Curtiss 1 Dogucu, Mine 1 Gabry, Jonah 1 Gelman, Andrew 1 Horton, Nicholas J. 1 Johnson, Alicia A. 1 Kowal, Daniel R. 1 Massoni, Sébastien 1 Mulder, Joris 1 Murray, Justine V. 1 Oberski, Daniel L. 1 Ott, Miles Q. 1 Paasiniemi, Markus 1 Pettitt, Anthony N. 1 Piironen, Juho 1 Reich, Nicholas G. 1 Roux, Nicolas 1 Sekhon, Jasjeet S. 1 Taylor, Sean J. 1 van Erp, Sara 1 Wang, Junhu 1 Wang, Xiaofei 1 Wollschläger, Daniel 1 Zhang, Chelsea all top 5 Cited in 8 Serials 2 Journal of Mathematical Psychology 2 Electronic Journal of Statistics 1 The American Statistician 1 Journal of Applied Statistics 1 Communications de la Faculté des Sciences de l’Université d’Ankara. Séries A1. Mathematics and Statistics 1 The Annals of Applied Statistics 1 Statistics and Computing 1 Chapman & Hall/CRC Texts in Statistical Science Series Cited in 5 Fields 10 Statistics (62-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Computer science (68-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Mathematics education (97-XX) Citations by Year