RcppArmadillo swMATH ID: 9313 Software Authors: Romain Francois, Dirk Eddelbuettel, Doug Bates Description: RcppArmadillo: Rcpp integration for Armadillo templated linear algebra library. R and Armadillo integration using Rcpp Armadillo is a templated C++ linear algebra library (by Conrad Sanderson) that aims towards a good balance between speed and ease of use. Integer, floating point and complex numbers are supported, as well as a subset of trigonometric and statistics functions. Various matrix decompositions are provided through optional integration with LAPACK and ATLAS libraries. A delayed evaluation approach is employed (during compile time) to combine several operations into one, and to reduce (or eliminate) the need for temporaries. This is accomplished through recursive templates and template meta-programming. This library is useful if C++ has been decided as the language of choice (due to speed and/or integration capabilities), rather than another language. The RcppArmadillo package includes the header files from the templated Armadillo library. Thus users do not need to install Armadillo itself in order to use RcppArmadillo. This Armadillo integration provides a nice illustration of the capabilities of the Rcpp package for seamless R and C++ integration. Armadillo is licensed under the MPL 2.0, while RcppArmadillo (the Rcpp bindings/bridge to Armadillo) is licensed under the GNU GPL version 2 or later, as is the rest of Rcpp. Homepage: http://cran.r-project.org/web/packages/RcppArmadillo/index.html Dependencies: R; Armadillo Related Software: R; Rcpp; Armadillo; ggplot2; CODA; CRAN; Matrix; zoo; foreach; glmnet; doParallel; inline; stochvol; UCI-ml; Matlab; dplyr; xts; mclust; igraph; LAPACK Referenced in: 48 Publications all top 5 Referenced by 130 Authors 3 Mengersen, Kerrie L. 3 Moores, Matthew T. 2 Drovandi, Christopher C. 2 Eddelbüttel, Dirk 2 Feng, Xiangnan 2 Pettitt, Anthony N. 2 Pietrosanu, Matthew 2 Sanderson, Conrad 2 Song, Xinyuan 1 Abdi, Hervé 1 Alonso, Robert S. 1 Augustine, Ben C. 1 Battauz, Michela 1 Beaton, Derek 1 Bertolacci, Michael 1 Booth, Robert K. 1 Borkowski, John Joseph 1 Bouveyron, Charles 1 Boydston, Erin E. 1 Bradley, Jonathan R. 1 Brouwer, Andrew F. 1 Cardona Jiménez, Johnatan 1 Cevallos-Valdiviezo, Holger 1 Chen, Jiaxun 1 Chen, Zhe 1 Chin Fatt, Cherise R. 1 Côme, Etienne 1 Cripps, Edward 1 Cripps, Sally 1 Crooks, Kevin R. 1 Curtin, Ryan R. 1 da Conceição Amorim, Erick 1 Daniel, Carrie R. 1 De Oliveira, Victor 1 Deegan, Timothy 1 Doss, Hani 1 Eskridge, Kent M. 1 Ferraro, Maria Brigida 1 Filzmoser, Peter 1 Flagg, Kenneth A. 1 Gao, Jueyu 1 Gatu, Cristian 1 Giordani, Paolo E. 1 Giurcanu, Mihai C. 1 Gronau, Quentin F. 1 Guo, Jia 1 Hainy, Markus 1 Han, Zifei 1 Hansen, Niels Richard 1 Harden, Fiona 1 Hargrave, Catriona E. 1 He, Kevin X. 1 Heck, Daniel W. 1 Hoegh, Andrew 1 Hoffman, Kristi L. 1 Holan, Scott H. 1 Hooten, Mevin B. 1 Hu, X. Joan 1 Hunter, David R. 1 Jauslin, Raphaël 1 Jiang, Bei 1 Jiang, Hui 1 Jona-Lasinio, Giovanna 1 Jouvin, Nicolas 1 Kachman, Stephen D. 1 Kang, Jian 1 Kelly, Marcella J. 1 Klingenberg, Bernhard 1 Kong, Linglong 1 Koslovsky, Matthew D. 1 Latouche, Pierre 1 Lau, John Wei 1 Lee, Xing Ju 1 Lewis, Ronald M. 1 Li, Tengfei 1 Lu, Bin 1 Luo, Lingfeng 1 Martella, Francesca 1 Mastrantonio, Gianluca 1 Mayrink, Vinicius Diniz 1 McKeone, James P. 1 McLachlan, Jason S. 1 Menictas, Marianne 1 Micheas, Athanasios Christou 1 Nicholls, Geoff K. 1 Niu, Di 1 Nolan, Connor 1 Nolan, Tui H. 1 Nordhausen, Klaus 1 Oja, Hannu 1 Overstall, Antony M. 1 Papastamoulis, Panagiotis 1 Poulsen, Michael 1 Raim, Andrew M. 1 Raknerud, Arvid 1 Robert, Christian P. Robert 1 Rockwood, Nicholas J. 1 Rosen, Ori 1 Rosychuk, Rhonda J. 1 Royle, J. Andrew ...and 30 more Authors all top 5 Referenced in 22 Serials 13 Computational Statistics and Data Analysis 4 Computational Statistics 4 The Annals of Applied Statistics 3 Journal of Agricultural, Biological, and Environmental Statistics 3 Statistics and Computing 2 Communications in Statistics. Simulation and Computation 2 Advances in Data Analysis and Classification. ADAC 2 Journal of Computational and Graphical Statistics 1 Artificial Intelligence 1 Psychometrika 1 Journal of the American Statistical Association 1 Journal of Multivariate Analysis 1 Metron 1 Journal of Time Series Analysis 1 Journal of Statistical Computation and Simulation 1 Lifetime Data Analysis 1 Statistical Modelling 1 Journal of Machine Learning Research (JMLR) 1 North American Actuarial Journal 1 Bayesian Analysis 1 Use R! 1 Behaviormetrics: Quantitative Approaches to Human Behavior all top 5 Referenced in 9 Fields 42 Statistics (62-XX) 7 Probability theory and stochastic processes (60-XX) 6 Numerical analysis (65-XX) 3 Computer science (68-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Geophysics (86-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Information and communication theory, circuits (94-XX) Referencing Publications by Year