rda swMATH ID: 6091 Software Authors: Yaqian Guo; Trevor Hastie; Robert Tibshirani Description: rda: Shrunken Centroids Regularized Discriminant Analysis , Shrunken Centroids Regularized Discriminant Analysis for the classification purpose in high dimensional data. Homepage: http://cran.r-project.org/web/packages/rda/ Source Code: https://github.com/cran/rda Dependencies: R (≥ 2.10) Keywords: Classification; Discriminant analysis; Microarray; Prediction analysis of microarrays (PAM); Regularization; Shrunken centriods Related Software: penalizedLDA; ElemStatLearn; R; LIBSVM; glmnet; UCI-ml; glasso; scout; CRAN; GitHub; boost; PRMLT; GeneSrF; MASS (R); SMOTE; msda; e1071; PoiClaClu; PMA; AdaBoost.MH Cited in: 97 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year Regularized linear discriminant analysis and its application in microarrays. Zbl 1170.62382Guo, Yaqian; Hastie, Trevor; Tibshirani, Robert 2007 all top 5 Cited by 214 Authors 7 Tibshirani, Robert John 5 Ahn, Jeongyoun 5 Hastie, Trevor John 4 Chu, Delin 4 Witten, Daniela M. 3 Fan, Jianqing 3 Ormerod, John T. 3 Tong, Tiejun 2 Chen, Li-Pang 2 Gaynanova, Irina 2 Goh, Siong Thye 2 Jeon, Yongho 2 Makinde, Olusola Samuel 2 Pang, Herbert 2 Safo, Sandra E. 2 Wang, Hansheng 2 Yu, Weichang 2 Zhao, Hongyu 2 Zhu, Ji 1 Afsari, Bahman 1 Ahdesmäki, Miika 1 Alfons, Andreas 1 Amaral Turkman, Maria Antónia 1 Ames, Brendan P. W. 1 Anderlucci, Laura 1 Antunes, Marília 1 Azizi, Lamiae 1 Baek, Seungchul 1 Bao, Yajie 1 Bhattacharjee, Atanu 1 Bittner, Michael L. 1 Blagus, Rok 1 Boulesteix, Anne-Laure Isabeau 1 Braga-Neto, Ulisses M. 1 Brock, Guy N. 1 Burzykowski, Tomasz 1 Cai, Wei 1 Campadelli, Paola 1 Carriere, Keumhee Chough 1 Casiraghi, Elena 1 Causeur, David J. 1 Chang, Woonyoung 1 Chen, Songcan 1 Chen, Xi 1 Chen, Zehua 1 Cheng, Cheng 1 Chi, Eric C. 1 Ching, Wai-Ki 1 Chu, Gilbert 1 Chung, Hee Cheol 1 Clarke, Jennifer Lynn 1 Croux, Christophe 1 Deng, Naiyang 1 Deng, Xinwei 1 Di Zio, Simone 1 Dong, Kai 1 Dougherty, Edward R. 1 Dupuy, Jean-François 1 Durrant, Robert J. 1 Fan, Fangyun 1 Fasoranbaku, Olusoga Akin 1 Friguet, Chloé 1 Fryzlewicz, Piotr 1 Garcia, Stephan Ramon 1 Gelper, Sarah 1 Geman, Donald Jay 1 Genton, Marc G. 1 Golan, David 1 Guan, Guoyu 1 Guarracino, Mario Rosario 1 Guo, Jian 1 Guo, Yaqian 1 Hamadani, Ali Zeinal 1 Hampel, Regina 1 Hao, Ning 1 Hardin, Johanna 1 He, Wenqing 1 Heun Song, Seuck 1 Hong, Mingyi 1 Hu, Kangkang 1 Hua, Jianping 1 Huang, Na 1 Huang, Song 1 Huang, Tao 1 Ippoliti, Luigi 1 Irpino, Antonio 1 Ishwaran, Hemant 1 Jasinevicius, Raimundas 1 Ji, Zhi 1 Jiang, Binyan 1 Jiang, Jiancheng 1 Jiang, Xuejun 1 Jo, Seongil 1 Jung, Sungkyu 1 Kabán, Ata 1 Khalili, Abbas 1 Kolar, Mladen 1 Kun, David 1 Lai, Yuanhao 1 Lange, Kenneth L. ...and 114 more Authors all top 5 Cited in 44 Serials 15 Computational Statistics and Data Analysis 7 Journal of Multivariate Analysis 7 Electronic Journal of Statistics 6 The Annals of Applied Statistics 4 Pattern Recognition 4 Journal of Applied Statistics 4 Biostatistics 3 Statistical Analysis and Data Mining 3 Journal of Computational and Graphical Statistics 2 Biometrics 2 Journal of the American Statistical Association 2 Computational Statistics 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 2 Journal of Machine Learning Research (JMLR) 2 Statistics and Computing 1 Computer Methods in Applied Mechanics and Engineering 1 Mathematical Biosciences 1 The Annals of Statistics 1 Information Sciences 1 Journal of Computational and Applied Mathematics 1 Journal of Statistical Planning and Inference 1 Statistics & Probability Letters 1 Revista Colombiana de Estadística 1 Statistical Science 1 SIAM Journal on Matrix Analysis and Applications 1 Neural Networks 1 Machine Learning 1 Neural Computation 1 Communications in Statistics. Simulation and Computation 1 Computational Optimization and Applications 1 Test 1 SIAM Journal on Scientific Computing 1 Statistica Sinica 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Computational Geosciences 1 Computational Biology and Chemistry 1 Statistical Methodology 1 Journal of the Korean Statistical Society 1 Advances in Data Analysis and Classification. ADAC 1 Signal, Image and Video Processing 1 Computational & Mathematical Methods in Medicine 1 Journal of Probability and Statistics 1 Journal of Statistical Distributions and Applications 1 Use R! all top 5 Cited in 10 Fields 87 Statistics (62-XX) 20 Biology and other natural sciences (92-XX) 19 Computer science (68-XX) 16 Numerical analysis (65-XX) 4 Operations research, mathematical programming (90-XX) 3 Linear and multilinear algebra; matrix theory (15-XX) 3 Probability theory and stochastic processes (60-XX) 1 Combinatorics (05-XX) 1 Systems theory; control (93-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year