R swMATH ID: 771 Software Authors: Hadley Wickham; Robert Gentleman; Ross Ihaka; John M. Chambers; William N. Venables; Brian D. Ripley 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; SAS; ggplot2; MASS (R); S-PLUS; Matlab; Rcpp; WinBUGS; Stata; UCI-ml; CODA; fda (R); ElemStatLearn; lme4; BayesDA; SemiPar; GitHub; glmnet; survival; Bioconductor Cited in: 8,697 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 13,400 Authors 72 Nadarajah, Saralees 60 Lemonte, Artur José 49 Cordeiro, Gauss Moutinho 45 McNicholas, Paul D. 43 Leiva, Víctor 39 Louzada, Francisco 37 Filzmoser, Peter 37 Lachos Dávila, Víctor Hugo 37 Punzo, Antonio 34 Tutz, Gerhard E. 31 Wand, Matthew P. 29 Kneib, Thomas 28 Hothorn, Torsten 27 Genton, Marc G. 26 Cancho, Vicente Garibay 24 Balakrishnan, Narayanaswamy 24 Bolfarine, Heleno 23 Kokonendji, Célestin Clotaire 22 Hornik, Kurt 22 Josse, Julie 22 Kojadinovic, Ivan 21 Van der Laan, Mark Johannes 20 Marra, Giampiero 20 Zeileis, Achim 19 Farcomeni, Alessio 19 Jiménez-Gamero, María Dolores 19 Nordhausen, Klaus 19 Ortega, Edwin Moises Marcos 18 Fried, Roland 18 Greven, Sonja 18 Ng, Hon Keung Tony 17 Gómez, Héctor Wladimir 17 Hron, Karel 17 Leisch, Friedrich 17 Murphy, Thomas Brendan 17 Pauly, Markus 17 Saulo, Helton 17 Schiesser, William E. 16 Bourguignon, Marcelo 16 Ferrari, Silvia Lopes de Paula 16 Oja, Hannu 16 Wood, Simon N. 15 Bodhisuwan, Winai 15 Browne, Ryan P. 15 Dey, Dipak Kumar 15 Husson, François 15 Larocque, Denis 15 Mateu, Jorge 15 Mazucheli, Josmar 15 McLachlan, Geoffrey John 15 Paganoni, Anna Maria 15 Radice, Rosalba 15 Rosenbaum, Paul Richard 14 Bühlmann, Peter 14 Cabral, Celso Rômulo Barbosa 14 Cook, Dianne 14 Demétrio, Clarice Garcia Borges 14 Dey, Sanku 14 Gallardo, Diego I. 14 Gonzalez-Velasco, Miguel 14 Härdle, Wolfgang Karl 14 Rodrigues, Josemar 14 Rue, Håvard 14 Tomazella, Vera Lúcia Damasceno 14 Torabi, Mahmoud 14 Yan, Jun 13 Bartoszek, Krzysztof 13 Braun, W. John 13 Cribari-Neto, Francisco 13 Czado, Claudia 13 Dehmer, Matthias 13 Emura, Takeshi 13 Fryzlewicz, Piotr 13 Ghosh, Sujit Kumar 13 Held, Leonhard 13 Huggins, Richard M. 13 Ingrassia, Salvatore 13 Leão, Jeremias 13 Lesaffre, Emmanuel M. E. H. 13 Nguyen, Hien Duy 13 Paula, Gilberto Alvarenga 13 Racine, Jeffrey Scott 13 Rizzo, Maria L. 13 Santos-Neto, Manoel 13 Scheipl, Fabian 12 Agostinelli, Claudio 12 Alizadeh, Morad 12 Bagnato, Luca 12 Bischl, Bernd 12 Castellares, Fredy 12 Crăiniceanu, Ciprian-Mugur 12 Dryden, Ian L. 12 Dudoit, Sandrine 12 Galea, Manuel 12 Hastie, Trevor John 12 Hinde, John P. 12 Ieva, Francesca 12 Ligges, Uwe 12 Maleki, Mohsen 12 Martínez, Rodrigo ...and 13,300 more Authors all top 5 Cited in 618 Serials 639 Computational Statistics and Data Analysis 330 Journal of Applied Statistics 288 Computational Statistics 287 Journal of Statistical Computation and Simulation 248 Communications in Statistics. Simulation and Computation 199 The Annals of Applied Statistics 194 Biometrics 189 Statistics and Computing 171 Psychometrika 168 Communications in Statistics. Theory and Methods 149 Journal of Computational and Graphical Statistics 138 Journal of Multivariate Analysis 138 Electronic Journal of Statistics 137 Biometrical Journal 128 Journal of Agricultural, Biological, and Environmental Statistics 127 Journal of Theoretical Biology 121 Journal of the American Statistical Association 109 Journal of Statistical Planning and Inference 103 Statistical Modelling 98 Statistical Papers 89 Statistical Methods and Applications 82 Advances in Data Analysis and Classification. ADAC 77 Statistics & Probability Letters 74 Statistical Applications in Genetics and Molecular Biology 70 Test 65 Journal of Machine Learning Research (JMLR) 63 Scandinavian Journal of Statistics 63 Journal of Mathematical Psychology 63 Wiley Series in Probability and Statistics 62 Journal of Classification 61 Use R! 59 AStA. Advances in Statistical Analysis 58 Australian & New Zealand Journal of Statistics 58 Brazilian Journal of Probability and Statistics 57 Chapman & Hall/CRC Texts in Statistical Science Series 55 The Annals of Statistics 55 Journal of the Royal Statistical Society. Series B. Statistical Methodology 53 Statistical Science 53 Journal of Statistical Theory and Practice 52 Lifetime Data Analysis 51 European Journal of Operational Research 50 The Canadian Journal of Statistics 46 Revista Colombiana de Estadística 45 Insurance Mathematics & Economics 44 Statistics 42 Bayesian Analysis 38 Mathematical Biosciences 38 Metrika 36 Theoretical Population Biology 36 Springer Texts in Statistics 35 Statistica Sinica 34 Annals of the Institute of Statistical Mathematics 34 Annals of Operations Research 34 Methodology and Computing in Applied Probability 33 Machine Learning 32 Journal of Econometrics 31 Journal of Computational and Applied Mathematics 30 Journal of Time Series Analysis 29 Mathematical Geosciences 28 Biostatistics 28 Scandinavian Actuarial Journal 28 Statistical Analysis and Data Mining 27 Biometrika 27 Journal of the Korean Statistical Society 26 Metron 26 Journal of Nonparametric Statistics 26 Springer Series in Statistics 25 British Journal of Mathematical & Statistical Psychology 25 Statistical Methodology 24 Chapman & Hall/CRC The R Series 23 The American Statistician 23 Physica A 23 Sequential Analysis 23 Chapman & Hall/CRC Biostatistics Series 23 Chilean Journal of Statistics 22 Bulletin of Mathematical Biology 22 Extremes 22 Journal of Probability and Statistics 21 International Journal of Approximate Reasoning 21 North American Actuarial Journal 21 SORT. Statistics and Operations Research Transactions 20 Mathematics and Computers in Simulation 19 Thailand Statistician 19 Computational & Mathematical Methods in Medicine 19 SpringerBriefs in Statistics 18 Lobachevskii Journal of Mathematics 18 Quantitative Finance 18 Monographs on Statistics and Applied Probability 17 Kybernetika 17 Bernoulli 17 Journal of the Royal Statistical Society. Series C. Applied Statistics 17 Sankhyā. Series B 16 Information Sciences 16 Computers & Operations Research 16 Journal of Statistical Distributions and Applications 15 REVSTAT 15 Statistics for Biology and Health 15 Japanese Journal of Statistics and Data Science 14 Journal of Mathematical Biology 14 Journal de la Société Française de Statistique ...and 518 more Serials all top 5 Cited in 54 Fields 7,605 Statistics (62-XX) 986 Numerical analysis (65-XX) 934 Biology and other natural sciences (92-XX) 751 Probability theory and stochastic processes (60-XX) 647 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 571 Computer science (68-XX) 295 Operations research, mathematical programming (90-XX) 186 General and overarching topics; collections (00-XX) 125 Geophysics (86-XX) 107 Combinatorics (05-XX) 49 Information and communication theory, circuits (94-XX) 47 Linear and multilinear algebra; matrix theory (15-XX) 39 Partial differential equations (35-XX) 37 Systems theory; control (93-XX) 33 Ordinary differential equations (34-XX) 30 Dynamical systems and ergodic theory (37-XX) 30 Mathematics education (97-XX) 23 Harmonic analysis on Euclidean spaces (42-XX) 21 Functional analysis (46-XX) 20 Statistical mechanics, structure of matter (82-XX) 17 Special functions (33-XX) 16 Calculus of variations and optimal control; optimization (49-XX) 16 Fluid mechanics (76-XX) 14 Number theory (11-XX) 12 Measure and integration (28-XX) 11 Astronomy and astrophysics (85-XX) 9 Commutative algebra (13-XX) 9 Approximations and expansions (41-XX) 8 Mathematical logic and foundations (03-XX) 8 Convex and discrete geometry (52-XX) 7 Real functions (26-XX) 7 Mechanics of deformable solids (74-XX) 7 Quantum theory (81-XX) 6 History and biography (01-XX) 6 Integral transforms, operational calculus (44-XX) 5 Difference and functional equations (39-XX) 5 Integral equations (45-XX) 5 Operator theory (47-XX) 5 Algebraic topology (55-XX) 4 Group theory and generalizations (20-XX) 4 Geometry (51-XX) 4 Differential geometry (53-XX) 4 Global analysis, analysis on manifolds (58-XX) 4 Mechanics of particles and systems (70-XX) 3 Algebraic geometry (14-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