R swMATH ID: 771 Software Authors: Wickham, Hadley; Gentleman, Robert; Ihaka, Ross; Chambers, John M.; Venables, William N.; Ripley, Brian D. Description: R is a language and environment for statistical computing and graphics. It is a GNU project which is similar to the S language and environment which was developed at Bell Laboratories (formerly AT&T, now Lucent Technologies) by John Chambers and colleagues. R can be considered as a different implementation of S. There are some important differences, but much code written for S runs unaltered under R. R provides a wide variety of statistical (linear and nonlinear modelling, classical statistical tests, time-series analysis, classification, clustering, ...) and graphical techniques, and is highly extensible. The S language is often the vehicle of choice for research in statistical methodology, and R provides an Open Source route to participation in that activity. One of R’s strengths is the ease with which well-designed publication-quality plots can be produced, including mathematical symbols and formulae where needed. Great care has been taken over the defaults for the minor design choices in graphics, but the user retains full control. R is the base for many R packages listed in https://cran.r-project.org/ Homepage: http://www.r-project.org/ Keywords: orms Related Software: CRAN; ggplot2; SAS; MASS (R); S-PLUS; Matlab; Rcpp; WinBUGS; Stata; UCI-ml; BayesDA; fda (R); ElemStatLearn; CODA; lme4; gamair; glmnet; SemiPar; survival; GitHub Cited in: 9,583 Documents This software is also referenced in ORMS. Further Publications: http://journal.r-project.org/ Standard Articles 6 Publications describing the Software, including 6 Publications in zbMATH Year Special issue: Using R for statistics. Zbl 1292.62010Stowell, Sarah 2014 The essential R reference. Zbl 1304.62023Gardener, Mark 2013 Fundamental statistics with R. An application oriented introduction to using the statistics software R. (Grundlegende Statistik mit R. Ein anwendungsorientierte Einführung in die Verwendung der Statistik Software R.) Zbl 1286.62002Groß, Jürgen 2010 A beginner’s guide to R. Zbl 1170.62003Zuur, Alain F.; Ieno, Elena N.; Meesters, Erik H. W. G. 2009 Data manipulation with R. Zbl 1154.62005Spector, Phil 2008 R: An overview and some current directions. Zbl 1115.68368Tierney, Luke 2007 all top 5 Cited by 14,735 Authors 79 Nadarajah, Saralees 67 Lemonte, Artur José 54 Cordeiro, Gauss Moutinho 45 Leiva, Víctor 45 McNicholas, Paul D. 43 Louzada, Francisco 41 Punzo, Antonio 39 Lachos Dávila, Víctor Hugo 37 Filzmoser, Peter 35 Tutz, Gerhard E. 33 Wand, Matthew P. 31 Kneib, Thomas 30 Genton, Marc G. 29 Cancho, Vicente Garibay 28 Hothorn, Torsten 27 Bolfarine, Heleno 26 Balakrishnan, Narayanaswamy 26 Kokonendji, Célestin Clotaire 24 Van der Laan, Mark Johannes 23 Hornik, Kurt 23 Kojadinovic, Ivan 22 Josse, Julie 22 Ortega, Edwin Moises Marcos 21 Marra, Giampiero 21 Nordhausen, Klaus 21 Saulo, Helton 21 Zeileis, Achim 20 Bodhisuwan, Winai 19 Bourguignon, Marcelo 19 Farcomeni, Alessio 19 Ferrari, Silvia Lopes de Paula 19 Fried, Roland 19 Gallardo, Diego I. 19 Gómez, Héctor Wladimir 19 Greven, Sonja 19 Jiménez-Gamero, María Dolores 19 Mateu, Jorge 19 Ng, Hon Keung Tony 19 Pauly, Markus 18 Murphy, Thomas Brendan 18 Tomazella, Vera Lúcia Damasceno 17 Browne, Ryan P. 17 Hron, Karel 17 Leisch, Friedrich 17 McLachlan, Geoffrey John 17 Nguyen, Hien Duy 17 Schiesser, William E. 17 Wood, Simon N. 16 Braun, W. John 16 Cook, Dianne 16 Dey, Dipak Kumar 16 Ebner, Bruno 16 Ieva, Francesca 16 Mazucheli, Josmar 16 Oja, Hannu 16 Paula, Gilberto Alvarenga 16 Radice, Rosalba 16 Torabi, Mahmoud 15 Bühlmann, Peter 15 Dey, Sanku 15 Husson, François 15 Larocque, Denis 15 Paganoni, Anna Maria 15 Rodrigues, Josemar 15 Rosenbaum, Paul Richard 15 Yan, Jun 14 Bartoszek, Krzysztof 14 Cabral, Celso Rômulo Barbosa 14 Demétrio, Clarice Garcia Borges 14 Galea, Manuel 14 Gonzalez-Velasco, Miguel 14 Härdle, Wolfgang Karl 14 Ingrassia, Salvatore 14 Leão, Jeremias 14 Reich, Brian James 14 Rue, Håvard 14 Santos-Neto, Manoel 14 Scheipl, Fabian 14 Shang, Han Lin 13 Arellano-Valle, Reinaldo Boris 13 Bagnato, Luca 13 Barreto-Souza, Wagner 13 Bischl, Bernd 13 Castellares, Fredy 13 Crăiniceanu, Ciprian-Mugur 13 Czado, Claudia 13 Dehmer, Matthias 13 Dudoit, Sandrine 13 Emura, Takeshi 13 Fryzlewicz, Piotr 13 Ghosh, Sujit Kumar 13 Held, Leonhard 13 Hooten, Mevin B. 13 Huggins, Richard M. 13 Lafaye de Micheaux, Pierre 13 Lesaffre, Emmanuel M. E. H. 13 Lin, Tsung I. 13 Maleki, Mohsen 13 Nobre, Juvêncio Santos 13 Racine, Jeffrey Scott ...and 14,635 more Authors all top 5 Cited in 641 Serials 648 Computational Statistics and Data Analysis 346 Journal of Applied Statistics 309 Computational Statistics 305 Journal of Statistical Computation and Simulation 280 Communications in Statistics. Simulation and Computation 250 Biometrics 215 The Annals of Applied Statistics 213 Statistics and Computing 184 Communications in Statistics. Theory and Methods 181 Psychometrika 179 Biometrical Journal 174 Journal of Computational and Graphical Statistics 147 Journal of the American Statistical Association 147 Electronic Journal of Statistics 145 Journal of Multivariate Analysis 140 Journal of Agricultural, Biological, and Environmental Statistics 129 Journal of Theoretical Biology 115 Journal of Statistical Planning and Inference 109 Statistical Papers 105 Statistical Modelling 102 Advances in Data Analysis and Classification. ADAC 101 Statistical Methods and Applications 81 Statistics & Probability Letters 78 Australian & New Zealand Journal of Statistics 75 Statistical Applications in Genetics and Molecular Biology 73 Test 70 Brazilian Journal of Probability and Statistics 70 AStA. Advances in Statistical Analysis 68 Journal of Classification 67 Journal of Mathematical Psychology 65 Scandinavian Journal of Statistics 64 Journal of Machine Learning Research (JMLR) 63 Wiley Series in Probability and Statistics 62 Use R! 60 The American Statistician 60 The Annals of Statistics 59 The Canadian Journal of Statistics 58 Statistical Science 57 Chapman & Hall/CRC Texts in Statistical Science Series 56 European Journal of Operational Research 56 Journal of Statistical Theory and Practice 55 Journal of the Royal Statistical Society. Series B. Statistical Methodology 54 Lifetime Data Analysis 49 Revista Colombiana de Estadística 47 Environmetrics 45 Insurance Mathematics & Economics 45 Statistics 43 Statistica Sinica 42 Bayesian Analysis 40 Mathematical Biosciences 40 Metrika 40 Statistica Neerlandica 40 Annals of Operations Research 39 Journal of Computational and Applied Mathematics 38 Theoretical Population Biology 38 Methodology and Computing in Applied Probability 38 Chilean Journal of Statistics 37 Annals of the Institute of Statistical Mathematics 37 Springer Texts in Statistics 35 Machine Learning 34 Journal of Time Series Analysis 33 Journal of Econometrics 32 Lobachevskii Journal of Mathematics 31 Journal of Nonparametric Statistics 30 Metron 29 Scandinavian Actuarial Journal 29 Mathematical Geosciences 28 Biometrika 28 British Journal of Mathematical & Statistical Psychology 28 Biostatistics 28 Journal of the Korean Statistical Society 28 Statistical Analysis and Data Mining 26 Springer Series in Statistics 26 Chapman & Hall/CRC The R Series 25 Physica A 25 Extremes 25 REVSTAT 25 Statistical Methodology 24 Bulletin of Mathematical Biology 24 Sequential Analysis 24 Thailand Statistician 23 Chapman & Hall/CRC Biostatistics Series 23 Journal of Probability and Statistics 22 Mathematics and Computers in Simulation 22 North American Actuarial Journal 22 SORT. Statistics and Operations Research Transactions 21 International Journal of Approximate Reasoning 19 Computational & Mathematical Methods in Medicine 18 International Statistical Review 18 Computers & Operations Research 18 Bernoulli 18 Quantitative Finance 18 Monographs on Statistics and Applied Probability 18 SpringerBriefs in Statistics 17 Journal of Mathematical Biology 17 Information Sciences 17 Kybernetika 17 Journal of the Royal Statistical Society. Series C. Applied Statistics 17 Sankhyā. Series B 17 Japanese Journal of Statistics and Data Science ...and 541 more Serials all top 5 Cited in 54 Fields 8,420 Statistics (62-XX) 1,012 Numerical analysis (65-XX) 966 Biology and other natural sciences (92-XX) 799 Probability theory and stochastic processes (60-XX) 693 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 586 Computer science (68-XX) 327 Operations research, mathematical programming (90-XX) 189 General and overarching topics; collections (00-XX) 132 Geophysics (86-XX) 113 Combinatorics (05-XX) 53 Linear and multilinear algebra; matrix theory (15-XX) 51 Information and communication theory, circuits (94-XX) 42 Systems theory; control (93-XX) 41 Partial differential equations (35-XX) 36 Ordinary differential equations (34-XX) 32 Dynamical systems and ergodic theory (37-XX) 28 Mathematics education (97-XX) 24 Harmonic analysis on Euclidean spaces (42-XX) 21 Functional analysis (46-XX) 20 Special functions (33-XX) 19 Calculus of variations and optimal control; optimization (49-XX) 19 Statistical mechanics, structure of matter (82-XX) 17 Fluid mechanics (76-XX) 15 Number theory (11-XX) 12 Measure and integration (28-XX) 11 Astronomy and astrophysics (85-XX) 10 Commutative algebra (13-XX) 10 Approximations and expansions (41-XX) 10 Convex and discrete geometry (52-XX) 9 Mathematical logic and foundations (03-XX) 9 Quantum theory (81-XX) 8 Real functions (26-XX) 7 Difference and functional equations (39-XX) 7 Mechanics of deformable solids (74-XX) 6 History and biography (01-XX) 6 Integral transforms, operational calculus (44-XX) 6 Differential geometry (53-XX) 6 Algebraic topology (55-XX) 5 Integral equations (45-XX) 5 Operator theory (47-XX) 5 Global analysis, analysis on manifolds (58-XX) 4 Algebraic geometry (14-XX) 4 Group theory and generalizations (20-XX) 4 Geometry (51-XX) 4 Mechanics of particles and systems (70-XX) 3 Classical thermodynamics, heat transfer (80-XX) 3 Relativity and gravitational theory (83-XX) 2 General topology (54-XX) 2 Manifolds and cell complexes (57-XX) 1 Order, lattices, ordered algebraic structures (06-XX) 1 Field theory and polynomials (12-XX) 1 Category theory; homological algebra (18-XX) 1 Potential theory (31-XX) 1 Optics, electromagnetic theory (78-XX) Citations by Year