RcppArmadillo: Accelerating R with high-performance C++ linear algebra

Computational Statistics and Data Analysis - Tập 71 - Trang 1054-1063 - 2014
Dirk Eddelbuettel1, Conrad Sanderson2,3
1711 Monroe Avenue, River Forest, IL 60305, USA
2NICTA, PO Box 6020, St Lucia, QLD 4067, Australia
3Queensland University of Technology (QUT), Brisbane, QLD, 4000, Australia

Tài liệu tham khảo

Abrahams, 2004 Demmel, 1997, 10.1137/1.9781611971446 Eddelbuettel, 2013, 10.1007/978-1-4614-6868-4 Eddelbuettel, 2011, Rcpp: seamless R and C++ integration, Journal of Statistical Software, 40, 1, 10.18637/jss.v040.i08 Eddelbuettel, D., François, R., 2012. Rcpp: seamless R and C++ integration, R package version 0.10.2. URL http://CRAN.R-Project.org/package=Rcpp. François, R., Eddelbuettel, D., Bates, D., 2012. RcppArmadillo: Rcpp integration for Armadillo templated linear algebra library, R package version 0.3.6.1. URL http://CRAN.R-Project.org/package=RcppArmadillo. 2010 Li, 2013, An unscented Kalman smoother for volatility extraction: evidence from stock prices and options, Computational Statistics and Data Analysis, 58, 15, 10.1016/j.csda.2011.06.001 Meyers, 2005 Morandat, F., Hill, B., Osvald, L., Vitek, J., 2012. Evaluating the design of the R language. In: ECOOP 2012: Proceedings of European Conference on Object-Oriented Programming. R Development Core Team, 2012. R: a language and environment for statistical computing, R Foundation for Statistical Computing, Vienna, Austria, ISBN 3-900051-07-0. URL http://www.R-project.org/. Reddy, 2013, Improved foreground detection via block-based classifier cascade with probabilistic decision integration, IEEE Transactions on Circuits and Systems for Video Technology, 23, 83, 10.1109/TCSVT.2012.2203199 Sanderson, C., 2010. Armadillo: an open source C++ algebra library for fast prototyping and computationally intensive experiments, Tech. Rep., NICTA. URL http://arma.sourceforge.net. Sklyar, O., Murdoch, D., Smith, M., Eddelbuettel, D., François, R., 2012. inline: inline C, C++, Fortran function calls from R, R package version 0.3.10. URL http://CRAN.R-Project.org/package=inline. Tierney, L., 2012. A byte-code compiler for R, Manuscript, Department of Statistics and Actuarial Science, University of Iowa, URL www.stat.uiowa.edu/~luke/R/compiler/compiler.pdf. Tusell, 2011, Kalman filtering in R, Journal of Statistical Software, 39, 1, 10.18637/jss.v039.i02 Vandevoorde, 2002 Veldhuizen, 1998, Arrays in Blitz++, 223