SparseM swMATH ID: 10534 Software Authors: Koenker, R., Ng, P. Description: SparseM: a sparse matrix package for R. SparseM provides some basic R functionality for linear algebra with sparse matrices. Use of the package is illustrated by a family of linear model fitting functions that implement least squares methods for problems with sparse design matrices. Significant performance improvements in memory utilization and computational speed are possible for applications involving large sparse matrices. Homepage: http://cran.r-project.org/web/packages/SparseM/index.html Source Code: https://github.com/cran/SparseM Dependencies: R Related Software: R; Matrix; network; sna; statnet; Pajek; SPARSKIT; igraph; Ucinet; COBS; UMFPACK; deSolve; lme4; Matlab; Forecast; forecast; Python; ergm; doParallel; foreach Cited in: 17 Documents Standard Articles 1 Publication describing the Software Year SparseM: A Sparse Matrix Package for R * Link Roger Koenker; Pin Ng 2003 all top 5 Cited by 35 Authors 3 Hyndman, Rob J. 3 Koenker, Roger W. 2 Ng, Pin T. 1 Ahmed, Roman A. 1 Athanasopoulos, George 1 Bang, Sungwan 1 Chae, Minwoo 1 Cho, Hyungjun 1 De Livera, Alysha M. 1 Haupt, Harry 1 He, Xuming 1 Herrero, José R. 1 Howard, James Patrick II 1 Hu, Jianhua 1 Jhong, Jae-Hwan 1 Kagerer, Kathrin 1 Kim, Jaeoh 1 Koo, Ja-Yong 1 Lee, Alan J. 1 Lee, Seongwhan 1 Mächler, Martin Beat 1 Mizera, Ivan 1 Navarro, Juan J. 1 Pan, Xiaoou 1 Galvão Patriota, Alexandre 1 Rao, Calyampudi Radhakrishna 1 Rao, Marepalli B. 1 Schnurbus, Joachim 1 Shang, Han Lin 1 Snyder, Ralph D. 1 Tan, Kean Ming 1 Walker, Stephen Grahm 1 Wang, Earo 1 Wang, Huixia Judy 1 Zhou, Wen-Xin all top 5 Cited in 14 Serials 3 Computational Statistics and Data Analysis 1 Linear and Multilinear Algebra 1 Biometrics 1 Journal of the American Statistical Association 1 Journal of Econometrics 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 Acta Mathematicae Applicatae Sinica. English Series 1 Applicable Algebra in Engineering, Communication and Computing 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Journal of Applied Statistics 1 Statistical Modelling 1 Handbook of Statistics 1 Journal of Computational and Graphical Statistics all top 5 Cited in 6 Fields 14 Statistics (62-XX) 8 Numerical analysis (65-XX) 2 Computer science (68-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Biology and other natural sciences (92-XX) Citations by Year