Stan swMATH ID: 10200 Software Authors: Stan Development Team Description: Stan: A C++ Library for Probability and Sampling. Stan is a probabilistic programming language implementing full Bayesian statistical inference with MCMC sampling (NUTS, HMC) and penalized maximum likelihood estimation with Optimization (BFGS). Stan is coded in C++ and runs on all major platforms. Homepage: http://mc-stan.org/ Source Code: https://github.com/stan-dev/stan Related Software: R; JAGS; BayesDA; NUTS; RStan; WinBUGS; BUGS; rstan; CODA; PyMC; GitHub; brms; ADVI; ggplot2; PRMLT; Python; OpenBUGS; rstanarm; nimble; lme4 Cited in: 258 Publications Standard Articles 1 Publication describing the Software Year all top 5 Cited by 698 Authors 8 Vehtari, Aki 7 Gelman, Andrew 6 Dunson, David Brian 6 Wand, Matthew P. 5 Girolami, Mark A. 5 Houpt, Joseph W. 4 Bazán, Jorge Luis 4 Selland Kleppe, Tore 4 Wagenmakers, Eric-Jan 3 Blei, David M. 3 Bornn, Luke 3 Bürkner, Paul-Christian 3 Byrne, Simon P. J. 3 Chen, Guanghui 3 Corani, Giorgio 3 Gabry, Jonah 3 Hoff, Peter D. 3 Ma, Zhihua 3 Maleki, Mohsen 3 Srivastava, Sanvesh 3 Zaffalon, Marco 2 Batchelder, William H. 2 Bayes, Cristian L. 2 Benavoli, Alessio 2 Cox, Gregory E. 2 Da Silva, Marcelo A. 2 De Boeck, Paul 2 De Valpine, Perry 2 Cortés de Zea Bermudez, Patrícia 2 Demšar, Janez 2 Dey, Dipak Kumar 2 Di Brisco, Agnese Maria 2 Fific, Mario 2 Fisher, Christopher R. 2 Goldsmith, Jeff 2 Grünwald, Peter D. 2 Gunzelmann, Glenn 2 Heck, Daniel W. 2 Holan, Scott H. 2 Huggins-Manley, Anne Corinne 2 Jauch, Michael 2 Kelter, Riko 2 Klauer, Karl Christoph 2 Matzke, Dora 2 Mengersen, Kerrie L. 2 Migliorati, Sonia 2 Morey, Richard D. 2 Nemeth, Christopher 2 Nishimura, Akihiko 2 Nott, David John 2 Oates, Chris J. 2 Okada, Kensuke 2 Ongaro, Andrea 2 Pearlmutter, Barak A. 2 Piironen, Juho 2 Pillai, Natesh S. 2 Pohl, Steffi 2 Rabe-Hesketh, Sophia 2 Rothkopf, Alexander 2 Rue, Håvard 2 Savitsky, Terrance D. 2 Shin, Minsuk 2 Ulitzsch, Esther 2 van Ravenzwaaij, Don 2 Vandekerckhove, Joachim 2 von Davier, Matthias 2 Wang, Yixin 2 Williams, Matthew R. 2 Wraith, Darren 1 Aastveit, Knut Are 1 Ahn, Woo-Young 1 Akbayrak, Semih 1 Akhmatskaya, Elena 1 Al Alsheikh, Abdullatif 1 Albers, Casper J. 1 Amaral Turkman, Maria Antónia 1 Andersen, Michael Riis 1 Anderson-Bergman, Clifford 1 Andrade, Daniel 1 Annis, Jeffrey 1 Araghi, Mojtaba 1 Arampatzis, Georgios 1 Arellano-Valle, Reinaldo Boris 1 Ariyo, Oludare Samuel 1 Asai, Yusuke 1 Asar, Ozgur 1 Atienza, David 1 Atzberger, Paul J. 1 Azevedo, Caio Lucidius Naberezny 1 Azzimonti, Laura 1 Bahg, Giwon 1 Bai, Tianyu 1 Baio, Gianluca 1 Baker, Evan 1 Bakka, Haakon C. 1 Barbaro, Ryan P. 1 Barker, Richard J. 1 Bastide, Paul 1 Bastos, Leonardo S. L. 1 Baydin, Atılım Güneş ...and 598 more Authors all top 5 Cited in 73 Serials 25 Journal of Mathematical Psychology 17 Bayesian Analysis 14 Psychometrika 14 Statistics and Computing 10 Journal of Machine Learning Research (JMLR) 10 Journal of Computational and Graphical Statistics 9 Journal of Statistical Computation and Simulation 9 The Annals of Applied Statistics 8 Computational Statistics and Data Analysis 7 Statistical Modelling 7 Journal of Agricultural, Biological, and Environmental Statistics 6 Computational Statistics 6 Journal of Applied Statistics 5 The American Statistician 5 Journal of the American Statistical Association 5 Communications in Statistics. Simulation and Computation 4 International Journal of Approximate Reasoning 4 Test 3 Journal of Mathematical Biology 3 Biometrical Journal 3 Statistical Science 3 Proceedings of the National Academy of Sciences of the United States of America 3 Bernoulli 3 Australian & New Zealand Journal of Statistics 3 Brazilian Journal of Probability and Statistics 3 Journal of the Korean Statistical Society 3 Electronic Journal of Statistics 3 Use R! 2 Computer Methods in Applied Mechanics and Engineering 2 Scandinavian Journal of Statistics 2 Journal of Statistical Planning and Inference 2 Metron 2 SIAM Review 2 Statistical Papers 2 ASTIN Bulletin 2 AStA. Advances in Statistical Analysis 2 Chapman & Hall/CRC Texts in Statistical Science Series 1 IMA Journal of Applied Mathematics 1 Physica A 1 Physics Reports 1 Bulletin of Mathematical Biology 1 The Annals of Statistics 1 Biometrics 1 Journal of Multivariate Analysis 1 Operations Research 1 Insurance Mathematics & Economics 1 Operations Research Letters 1 Revista Colombiana de Estadística 1 Journal of Classification 1 Econometric Reviews 1 Journal of Jiangxi Normal University. Natural Science Edition 1 Machine Learning 1 Applied Mathematical Modelling 1 Communications in Statistics. Theory and Methods 1 SIAM Journal on Scientific Computing 1 Monte Carlo Methods and Applications 1 Lifetime Data Analysis 1 Journal of Biological Systems 1 Journal of High Energy Physics 1 Acta Numerica 1 Statistical Methods and Applications 1 Journal of Shenyang Normal University. Natural Science Edition 1 SIAM Journal on Imaging Sciences 1 Games 1 Journal of Theoretical Biology 1 Springer Texts in Statistics 1 Institute of Mathematical Statistics Textbooks 1 SIAM/ASA Journal on Uncertainty Quantification 1 Proceedings of the Yerevan State University. Physical and Mathematical Sciences 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys 1 Chapman & Hall/CRC Computer Science & Data Analysis Series 1 Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences Series 1 SN Operations Research Forum all top 5 Cited in 25 Fields 224 Statistics (62-XX) 41 Numerical analysis (65-XX) 32 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 30 Probability theory and stochastic processes (60-XX) 23 Computer science (68-XX) 12 Biology and other natural sciences (92-XX) 7 Operations research, mathematical programming (90-XX) 3 Statistical mechanics, structure of matter (82-XX) 3 Geophysics (86-XX) 2 History and biography (01-XX) 2 Ordinary differential equations (34-XX) 2 Partial differential equations (35-XX) 2 Quantum theory (81-XX) 2 Systems theory; control (93-XX) 2 Information and communication theory, circuits (94-XX) 1 General and overarching topics; collections (00-XX) 1 Mathematical logic and foundations (03-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Operator theory (47-XX) 1 Algebraic topology (55-XX) 1 Global analysis, analysis on manifolds (58-XX) 1 Mechanics of particles and systems (70-XX) 1 Relativity and gravitational theory (83-XX) 1 Astronomy and astrophysics (85-XX) 1 Mathematics education (97-XX) Citations by Year