JAGS swMATH ID: 8040 Software Authors: Martyn Plummer Description: JAGS is Just Another Gibbs Sampler. It is a program for analysis of Bayesian hierarchical models using Markov Chain Monte Carlo (MCMC) simulation not wholly unlike BUGS. JAGS was written with three aims in mind: (1) To have a cross-platform engine for the BUGS language. (2) To be extensible, allowing users to write their own functions, distributions and samplers. (3) To be a plaftorm for experimentation with ideas in Bayesian modelling. JAGS is licensed under the GNU General Public License. You may freely modify and redistribute it under certain conditions (see the file COPYING for details). Homepage: http://mcmc-jags.sourceforge.net/ Related Software: R; Stan; WinBUGS; CODA; BayesDA; BUGS; rjags; OpenBUGS; RStan; R2jags; lme4; runjags; R-INLA; ggplot2; nimble; brms; Mcmcpack; GitHub; NUTS; SAS Cited in: 224 Publications all top 5 Cited by 603 Authors 6 Heck, Daniel W. 6 Wagenmakers, Eric-Jan 4 Armero, Carmen 4 Batchelder, William H. 4 Held, Leonhard 4 Matzke, Dora 4 Vandekerckhove, Joachim 3 Chen, Guanghui 3 Chow, Sy-Miin 3 Gronau, Quentin F. 3 King, Ruth 3 Lee, Michael D. 3 Ma, Zhihua 3 Marín, Juan Miguel 3 Merkle, Edgar C. 3 Okada, Kensuke 3 Oravecz, Zita 3 Paulino, Carlos Daniel Mimoso 3 Peruggia, Mario 2 Ahn, Jae Youn 2 Alkema, Leontine 2 Amorós, Rubén 2 Anders, Royce 2 Arellano-Valle, Reinaldo Boris 2 Barker, Richard J. 2 Benavoli, Alessio 2 Boehm, Udo 2 Bonat, Wagner Hugo 2 Carlin, Bradley P. 2 Corani, Giorgio 2 Davis-Stober, Clintin P. 2 De Valpine, Perry 2 Demšar, Janez 2 Denis, Jean-Baptiste 2 Ehlers, Ricardo Sandes 2 Forster, Jonathan J. 2 Forte, Anabel 2 Gelman, Andrew 2 Gimenez, Olivier 2 Gómez-Rubio, Virgilio 2 Higgs, Megan Dailey 2 Hilbe, Joseph Michael 2 Hobbs, Brian P. 2 Kazemi, Iraj 2 Kellen, David 2 Kelter, Riko 2 Klauer, Karl Christoph 2 Lesaffre, Emmanuel M. E. H. 2 Maleki, Mohsen 2 Molenberghs, Geert 2 Morey, Richard D. 2 Murray, Thomas A. 2 Nunez, Michael D. 2 Oh, Rosy 2 Osthus, Dave 2 Piulachs, Xavier 2 Pollice, Alessio 2 Rabe-Hesketh, Sophia 2 Ribeiro, Paulo Justiniano jun. 2 Rodriguez-Bernal, Maria Teresa 2 Rouder, Jeffrey N. 2 Rue, Håvard 2 Sauter, Rafael 2 Schofield, Matthew R. 2 Steyvers, Mark 2 Turner, Brandon M. 2 Wakefield, Jon C. 2 Wang, Xiaofeng 2 Yamaguchi, Kazuhiro 2 Zaffalon, Marco 1 Abrams, Peter A. 1 Achcar, Jorge Alberto 1 Adeleke, Matthew Adekunle 1 Albert, Jim 1 Alemany, Ramon 1 Alvares, Danilo 1 Amaral Turkman, Maria Antónia 1 Anderson-Bergman, Clifford 1 Andreas, Stefan 1 Andreon, Stefano 1 Annis, Jeffrey 1 Araghi, Mojtaba 1 Árciga-Alejandre, Martín P. 1 Arcuti, Simona 1 Aregay, Mehreteab 1 Ariyo, Oludare Samuel 1 Ariza Hernandez, Francisco J. 1 Aubin, Joël 1 Bahg, Giwon 1 Bai, Jiawei 1 Bakar, K. Shuvo 1 Banerjee, Sudipto 1 Barnett, Ian J. 1 Barraquand, Frédéric 1 Bayen, Ute J. 1 Bayley, Tiffany 1 Belin, Thomas R. 1 Bergquist, John R. 1 Beskos, Alexandros 1 Betz, Jennifer ...and 503 more Authors all top 5 Cited in 66 Serials 31 Journal of Mathematical Psychology 16 Psychometrika 12 Journal of Applied Statistics 11 Statistical Modelling 10 Journal of Agricultural, Biological, and Environmental Statistics 9 Journal of Statistical Computation and Simulation 8 Computational Statistics and Data Analysis 7 Biometrical Journal 7 The Annals of Applied Statistics 6 Biometrics 6 Bayesian Analysis 5 Computational Statistics 4 The American Statistician 4 Journal of the American Statistical Association 4 AStA. Advances in Statistical Analysis 4 Journal of Theoretical Biology 3 Journal of Classification 3 Test 3 Journal of Machine Learning Research (JMLR) 3 Statistical Applications in Genetics and Molecular Biology 3 SORT. Statistics and Operations Research Transactions 3 Electronic Journal of Statistics 3 Chapman & Hall/CRC Texts in Statistical Science Series 2 Journal of Multivariate Analysis 2 Metron 2 Theoretical Population Biology 2 Statistics & Probability Letters 2 Machine Learning 2 Communications in Statistics. Simulation and Computation 2 European Journal of Operational Research 2 Journal of the Korean Statistical Society 2 Games 2 Chilean Journal of Statistics 2 Statistics and Computing 2 Chapman & Hall/CRC Computer Science & Data Analysis Series 1 Journal of Mathematical Biology 1 Physica A 1 Chaos, Solitons and Fractals 1 Journal of Statistical Planning and Inference 1 Insurance Mathematics & Economics 1 Econometric Reviews 1 International Journal of Approximate Reasoning 1 Applied Mathematical Modelling 1 Proceedings of the National Academy of Sciences of the United States of America 1 Statistical Papers 1 Journal of Computational Neuroscience 1 Lifetime Data Analysis 1 Australian & New Zealand Journal of Statistics 1 Methodology and Computing in Applied Probability 1 Brazilian Journal of Probability and Statistics 1 Scandinavian Actuarial Journal 1 North American Actuarial Journal 1 Journal of the Indonesian Mathematical Society 1 Advances in Data Analysis and Classification. ADAC 1 Statistical Analysis and Data Mining 1 Journal of Computational and Graphical Statistics 1 Journal of Probability and Statistics 1 Springer Series in Statistics 1 Institute of Mathematical Statistics Textbooks 1 SIAM/ASA Journal on Uncertainty Quantification 1 International Scholarly Research Notices. Computational Mathematics 1 Use R! 1 Lecture Notes on Mathematical Modelling in the Life Sciences 1 Japanese Journal of Statistics and Data Science 1 Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences Series 1 SN Operations Research Forum all top 5 Cited in 18 Fields 201 Statistics (62-XX) 39 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 29 Biology and other natural sciences (92-XX) 28 Numerical analysis (65-XX) 15 Probability theory and stochastic processes (60-XX) 5 Computer science (68-XX) 2 Statistical mechanics, structure of matter (82-XX) 2 Astronomy and astrophysics (85-XX) 2 Operations research, mathematical programming (90-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Quantum theory (81-XX) 1 Relativity and gravitational theory (83-XX) 1 Geophysics (86-XX) 1 Mathematics education (97-XX) Citations by Year