RStan swMATH ID: 13990 Software Authors: Jiqiang Guo; et. al. Description: RStan: the R interface to Stan. rstan: User-facing R functions are provided by this package to parse, compile, test, estimate, and analyze Stan models by accessing the header-only Stan library provided by the ’StanHeaders’ package. The Stan project develops a probabilistic programming language that implements full Bayesian statistical inference via Markov Chain Monte Carlo, rough Bayesian inference via variational approximation, and (optionally penalized) maximum likelihood estimation via optimization. In all three cases, automatic differentiation is used to quickly and accurately evaluate gradients without burdening the user with the need to derive the partial derivatives. Homepage: https://cran.r-project.org/web/packages/rstan/index.html Source Code: https://github.com/cran/RStan Dependencies: R Related Software: R; rstan; Stan; BayesDA; JAGS; NUTS; CODA; WinBUGS; brms; ggplot2; GitHub; rstanarm; R2WinBUGS; BUGS; loo; spBayes; lme4; bridgesampling; shinystan; Rcpp Cited in: 93 Publications all top 5 Cited by 256 Authors 5 Wand, Matthew P. 3 Nott, David John 3 Wagenmakers, Eric-Jan 2 Batchelder, William H. 2 Gabry, Jonah 2 Gelman, Andrew 2 Gronau, Quentin F. 2 Holan, Scott H. 2 Hornbuckle, Brian 2 Khan, Shahedul A. 2 Lewis-Beck, Colin 2 Matzke, Dora 2 Menictas, Marianne 2 Niemi, Jarad 2 Nolan, Tui H. 2 Ntzoufras, Ioannis 2 Ong, Victor M. H. 2 Quijano Xacur, Oscar Alberto 2 Raim, Andrew M. 2 Vehtari, Aki 2 Zhang, Jing 2 Zhu, Zhengyuan 1 Abdel-Ghaly, Abdalla A. 1 Abdel-Rahman, Elham 1 Albers, Casper J. 1 Aliverti, Emanuele 1 Alkema, Leontine 1 Aly, Hanan M. 1 Amaral Turkman, Maria Antónia 1 Asar, Ozgur 1 Auerbach, Jonathan 1 Bailer, A. John 1 Baillien, Jonas 1 Banerjee, Sudipto 1 Barbaro, Ryan P. 1 Basharat, Nyla 1 Bastos, Leonardo S. L. 1 Bayes, Cristian L. 1 Bazán, Jorge Luis 1 Beebe, Nigel 1 Blagus, Rok 1 Blencowe, Hannah 1 Boehm, Udo 1 Bogaerts, Stefan 1 Boonstra, Philip S. 1 Botsas, Themistoklis 1 Bradley, Jonathan R. 1 Briš, Radim 1 Bürkner, Paul-Christian 1 Carvalho, Luiz Max 1 Chan, Duo 1 Chan, Jennifer So Kuen 1 Chen, Wilson Ye 1 Chen, Yiyang 1 Coelho, Fabiano R. 1 Colegate, Stephen P. 1 Coolen, Frank P. A. 1 Cordoba, Karen Rosana 1 Costa, Eliardo G. 1 Dai, Chenguang 1 Datta, Abhirup 1 De Stefano, Domenico 1 Debelak, Rudolf 1 Dixon, Philip M. 1 Dogucu, Mine 1 Dortet-Bernadet, Jean-Luc 1 Downs, Robert T. 1 Dunson, David Brian 1 Eleish, Ahmed 1 Emura, Takeshi 1 Eshleman, Christopher 1 Faulkner, James R. 1 Feng, Cindy Xin 1 Fernández, Renzo 1 Fisher, Thomas J. 1 Fix, Miranda J. 1 Flegal, James M. 1 Flohr, Rob 1 Forster, Jonathan J. 1 Frick, Susanne 1 Fry, Michael J. 1 Fuchs, Christiane 1 Fuglstad, Geir-Arne 1 Galeano, Pedro 1 Gallardo, Diego I. 1 Gertheiss, Jan 1 Gijbels, Irène 1 Gin, Brian 1 Gómez, Yolanda M. 1 Greven, Sonja 1 Gutman, Roee 1 Haaf, Julia M. 1 Hagiwara, Junichiro 1 Harezlak, Jaroslaw 1 Hasenauer, Jan 1 Hauer, Mathew E. 1 Hazen, Robert M. 1 Heck, Daniel W. 1 Hem, Ingeborg Gullikstad 1 Himmelstein, Mark ...and 156 more Authors all top 5 Cited in 36 Serials 10 Journal of Mathematical Psychology 8 The Annals of Applied Statistics 6 Psychometrika 6 Computational Statistics and Data Analysis 6 Journal of Agricultural, Biological, and Environmental Statistics 5 Journal of Computational and Graphical Statistics 5 Statistics and Computing 4 Computational Statistics 4 Statistical Modelling 3 Bayesian Analysis 2 Journal of Statistical Computation and Simulation 2 Brazilian Journal of Probability and Statistics 2 Journal of Machine Learning Research (JMLR) 2 Journal of the Korean Statistical Society 2 Electronic Journal of Statistics 1 Journal of Mathematical Biology 1 Mathematical Biosciences 1 Annals of the Institute of Statistical Mathematics 1 Journal of Multivariate Analysis 1 Insurance Mathematics & Economics 1 Revista Colombiana de Estadística 1 International Journal of Approximate Reasoning 1 European Journal of Operational Research 1 Journal of Applied Statistics 1 ASTIN Bulletin 1 North American Actuarial Journal 1 Statistical Analysis and Data Mining 1 Mathematical Geosciences 1 Sankhyā. Series B 1 Journal of Theoretical Biology 1 Mathematics for Applications 1 Institute of Mathematical Statistics Textbooks 1 Journal of Statistical Distributions and Applications 1 Use R! 1 Chapman & Hall/CRC Texts in Statistical Science Series 1 Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences Series all top 5 Cited in 10 Fields 84 Statistics (62-XX) 13 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 8 Probability theory and stochastic processes (60-XX) 7 Numerical analysis (65-XX) 7 Biology and other natural sciences (92-XX) 5 Computer science (68-XX) 2 Geophysics (86-XX) 1 Ordinary differential equations (34-XX) 1 Operations research, mathematical programming (90-XX) 1 Mathematics education (97-XX) Citations by Year