Rcpp swMATH ID: 8385 Software Authors: Eddelbuettel, Dirk; Francois, Romain; Allaire, JJ; Chambers, John; Bates, Douglas; Ushey, Kevin Description: Rcpp: Seamless R and C++ Integration. The Rcpp package provides R functions as well as a C++ library which facilitate the integration of R and C++. R data types (SEXP) are matched to C++ objects in a class hierarchy. All R types are supported (vectors, functions, environment, etc ...) and each type is mapped to a dedicated class. For example, numeric vectors are represented as instances of the Rcpp::NumericVector class, environments are represented as instances of Rcpp::Environment, functions are represented as Rcpp::Function, etc ... The ”Rcpp-introduction” vignette provides a good entry point to Rcpp. Conversion from C++ to R and back is driven by the templates Rcpp::wrap and Rcpp::as which are highly flexible and extensible, as documented in the ”Rcpp-extending” vignette. Rcpp also provides Rcpp modules, a framework that allows exposing C++ functions and classes to the R level. The ”Rcpp-modules” vignette details the current set of features of Rcpp-modules. Rcpp includes a concept called Rcpp sugar that brings many R functions into C++. Sugar takes advantage of lazy evaluation and expression templates to achieve great performance while exposing a syntax that is much nicer to use than the equivalent low-level loop code. The ”Rcpp-sugar” vignette gives an overview of the feature. Rcpp attributes provide a high-level syntax for declaring C++ functions as callable from R and automatically generating the code required to invoke them. Attributes are intended to facilitate both interactive use of C++ within R sessions as well as to support R package development. Attributes are built on top of Rcpp modules and their implementation is based on previous work in the inline package. Many examples are included, and around 891 unit tests in 430 unit test functions provide additional usage examples. An earlier version of Rcpp, containing what we now call the ’classic Rcpp API’ was written during 2005 and 2006 by Dominick Samperi. This code has been factored out of Rcpp into the package RcppClassic, and it is still available for code relying on the older interface. New development should always use this Rcpp package instead. Additional documentation is available via the paper by Eddelbuettel and Francois (2011, JSS) paper and the book by Eddelbuettel (2013, Springer); see ’citation(”Rcpp”)’ for details. Homepage: http://cran.r-project.org/web/packages/Rcpp/index.html Source Code: https://github.com/cran/Rcpp Related Software: R; RcppArmadillo; ggplot2; CODA; CRAN; Armadillo; RcppEigen; foreach; BayesDA; dplyr; igraph; microbenchmark; CRAN Task Views; knitr; doParallel; data.table; glmnet; Matlab; Stan; mvtnorm Cited in: 203 Documents Standard Articles 2 Publications describing the Software, including 1 Publication in zbMATH Year Seamless R and C++ integration with Rcpp. Zbl 1283.62001Eddelbuettel, Dirk 2013 Rcpp: Seamless R and C++ Integration Link Dirk Eddelbuettel; Romain Francois 2011 all top 5 Cited by 531 Authors 5 McLachlan, Geoffrey John 5 Nguyen, Hien Duy 4 Balamuta, James Joseph 4 Culpepper, Steven Andrew 4 Eddelbüttel, Dirk 4 Park, Jaewoo 4 Raim, Andrew M. 3 Haran, Murali 2 Battauz, Michela 2 Brown, Derek Andrew 2 Chambers, John McKinley 2 Chen, Tian 2 Di Mari, Roberto 2 García-Portugués, Eduardo 2 Gentle, James E. 2 Groeneboom, Piet 2 Holbrook, Andrew J. 2 Huber, Florian 2 Jiang, Hui 2 Jochmann, Markus 2 Kahle, David J. 2 Kastner, Gregor 2 Selland Kleppe, Tore 2 Koslovsky, Matthew D. 2 Lillo, Rosa Elvira 2 Lin, Tuo 2 Liu, Jinyuan 2 McMahan, Christopher S. 2 Neerchal, Nagaraj K. 2 Nguyen, Tanya T. 2 Osmundsen, Kjartan Kloster 2 Parnell, Andrew C. 2 Pietrosanu, Matthew Stephen 2 Raftery, Adrian E. 2 Rockwood, Nicholas J. 2 Suchard, Marc A. 2 Tamborrino, Massimiliano 2 Tu, Xinming 2 van Wieringen, Wessel N. 2 Vannucci, Marina 2 Wand, Matthew P. 2 Wollschläger, Daniel 2 Wong, Wengkee 2 Wu, Tsungchin 2 Zhang, Xinlian 2 Zhong, Yuan 1 Aguilera-Morillo, M. Carmen 1 Aidara, Cherif Ahmat Tidiane 1 Akdur, Hatice Tul Kubra 1 Alizadeh, Morad 1 Alizon, Samuel 1 Allen, Carter 1 Alonso, Robert S. 1 Álvarez-Liébana, Javier 1 Álvarez-Pérez, Gonzalo 1 Amedei, Amedeo 1 Andersen, Per Kragh 1 Anderson, Eric C. 1 Andersson, Claes 1 Antonazzo, Filippo 1 Atkinson, Peter M. 1 Augustine, Ben C. 1 Augustyniak, Maciej 1 Baele, Guy 1 Bakk, Zsuzsa 1 Balakrishnan, Narayanaswamy 1 Barber, Antoni 1 Barber, Xavier 1 Bauer, Verena 1 Baumer, Benjamin S. 1 Bee, Marco 1 Beisemann, Marie 1 Bellec, Pierre C. 1 Bellio, Ruggero 1 Berchuck, Samuel I. 1 Bercin, Kutalmis M. 1 Berg, Arthur 1 Bhattacharya, Arnab 1 Bian, Yuanyuan 1 Biernacki, Christophe 1 Bilgrau, Anders Ellern 1 Billig Rose, Erica 1 Bitz, Cecilia M. 1 Bøgsted, Martin 1 Boydston, Erin E. 1 Bradley, Jonathan R. 1 Brčić, Mario 1 Brockmann, Dirk 1 Brøndum, Rasmus Froberg 1 Brouwer, Andrew F. 1 Browne, James C. 1 Buch, Gregor 1 Buckwar, Evelyn 1 Burns, Randal 1 C. Marques F., Paulo 1 Canale, Antonio 1 Caragea, Petruţa C. 1 Carbonetto, Peter 1 Cardot, Hervé 1 Carlan, Manuel ...and 431 more Authors all top 5 Cited in 65 Serials 18 Journal of Computational and Graphical Statistics 17 Computational Statistics and Data Analysis 15 Statistics and Computing 14 The Annals of Applied Statistics 13 Computational Statistics 9 Psychometrika 7 Journal of the American Statistical Association 6 Journal of Statistical Computation and Simulation 4 Biometrics 4 British Journal of Mathematical & Statistical Psychology 4 Communications in Statistics. Simulation and Computation 4 Journal of Machine Learning Research (JMLR) 4 Journal of Business and Economic Statistics 4 Environmetrics 3 The American Statistician 3 Statistical Science 3 Journal of Applied Statistics 3 Electronic Journal of Statistics 3 Journal of Agricultural, Biological, and Environmental Statistics 3 Wiley Interdisciplinary Reviews. WIREs Computational Statistics 3 Chapman & Hall/CRC The R Series 2 Journal of Mathematical Psychology 2 Journal of Multivariate Analysis 2 Statistical Papers 2 Lifetime Data Analysis 2 Statistical Methods and Applications 2 Advances in Data Analysis and Classification. ADAC 2 Journal of Theoretical Biology 2 Springer Texts in Statistics 2 Use R! 1 Computers and Fluids 1 Scandinavian Journal of Statistics 1 Annals of the Institute of Statistical Mathematics 1 The Annals of Statistics 1 Biometrical Journal 1 Biometrika 1 Metron 1 Statistica 1 Technometrics 1 Theoretical Population Biology 1 Physica D 1 Sequential Analysis 1 Econometric Reviews 1 Machine Learning 1 Neural Computation 1 European Journal of Operational Research 1 International Journal of Computer Mathematics 1 Test 1 Bernoulli 1 Australian & New Zealand Journal of Statistics 1 Quantitative Finance 1 Applied Mathematics E-Notes 1 Statistical Modelling 1 Statistical Applications in Genetics and Molecular Biology 1 SORT. Statistics and Operations Research Transactions 1 Computational & Mathematical Methods in Medicine 1 AStA. Advances in Statistical Analysis 1 Mathematical Modelling of Natural Phenomena 1 European Actuarial Journal 1 Dependence Modeling 1 Epidemiologic Methods 1 Chapman & Hall/CRC Texts in Statistical Science Series 1 Japanese Journal of Statistics and Data Science 1 Springer-Lehrbuch 1 Stat all top 5 Cited in 16 Fields 189 Statistics (62-XX) 16 Numerical analysis (65-XX) 14 Biology and other natural sciences (92-XX) 12 Computer science (68-XX) 11 Probability theory and stochastic processes (60-XX) 6 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Geophysics (86-XX) 3 Operations research, mathematical programming (90-XX) 3 Systems theory; control (93-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Dynamical systems and ergodic theory (37-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Partial differential equations (35-XX) 1 Functional analysis (46-XX) 1 Fluid mechanics (76-XX) Citations by Year