pls swMATH ID: 4365 Software Authors: Bjørn-Helge Mevik; Ron Wehrens; Kristian Hovde Liland Description: R package pls: Partial Least Squares and Principal Component regression , Multivariate regression methods Partial Least Squares Regression (PLSR), Principal Component Regression (PCR) and Canonical Powered Partial Least Squares (CPPLS) Homepage: http://cran.r-project.org/web/packages/pls/ Source Code: https://github.com/cran/pls Dependencies: R Related Software: R; Kernlab; MASS (R); elasticnet; e1071; ElemStatLearn; caret; glmnet; earth; plspm; lattice; neuralnet; gbm; SAS; SPSS; Matlab; rpart; randomForest; robustbase; spls Cited in: 29 Publications Standard Articles 1 Publication describing the Software Year all top 5 Cited by 63 Authors 2 Johnson, Kjell 2 Wehrens, Ron 1 Axenfeld, Julian B. 1 Balding, David Joseph 1 Besse, Philippe C. 1 Bhaumik, Dulal Kumar 1 Blum, Michael G. B. 1 Bruch, Christian 1 Cano, Emilio L. 1 Cao, Kim-Anh Lê 1 Cerqueira, Vitor 1 Ciampi, Antonio 1 Culp, Mark Vere 1 Cunningham, Erica 1 Datta, Somnath 1 Datta, Susmita 1 De Niz, Carlos 1 Ekvall, Karl Oskar 1 Faraway, Julian J. 1 Faria, Susana 1 Fitzpatrick, Trevor 1 Futschik, Andreas 1 Gonçalves, A. Manuela 1 Hao, Mengyan 1 Hay-Jahans, Christopher 1 Hussain, Ijaz 1 Jiang, Yonglei 1 Jin, Lianjie 1 Joober, Ridha 1 Ju, Xiaomeng 1 Kawasumi-Kita, Aiko 1 Kuhn, Max 1 Labbe, Aurelie 1 Mackay, Ian 1 Mair, Patrick 1 Michailidis, George C. 1 Moguerza, Javier M. 1 Morishita, Yoshihiro 1 Mues, Christophe 1 Nattkemper, Tim W. 1 Nordgren, Rachel K. 1 Nunes, Matthew A. 1 Ohtsuka, Daisuke 1 Oyedele, Opeoluwa F. 1 Pal, Ranadip 1 Pinto, Fábio 1 Prangle, Dennis 1 Rahman, Raziur 1 Redchuk, Andrés 1 Robert-Granie, Christele 1 Rossouw, Debra 1 Salibian-Barrera, Matias 1 Scherbart, Alexandra 1 Schlittgen, Rainer 1 Scutari, Marco 1 Shah, Jasmit 1 Shahriari, Shirin 1 Sisson, Scott A. 1 Tamhane, Ajit C. 1 Torgo, Luis 1 Wang, Liuxia 1 Wolf, Christof 1 Zhao, Xiangyuan all top 5 Cited in 17 Serials 4 Journal of Applied Statistics 4 Use R! 2 Journal of Multivariate Analysis 2 Statistical Applications in Genetics and Molecular Biology 1 Statistical Science 1 Neural Networks 1 Machine Learning 1 Computational Statistics 1 Communications in Statistics. Simulation and Computation 1 European Journal of Operational Research 1 Computational Statistics and Data Analysis 1 Journal of Industrial and Management Optimization 1 The Annals of Applied Statistics 1 Algorithms 1 Statistics Surveys 1 Journal of Theoretical Biology 1 Wiley Series in Probability and Statistics all top 5 Cited in 7 Fields 25 Statistics (62-XX) 5 Computer science (68-XX) 5 Biology and other natural sciences (92-XX) 3 Numerical analysis (65-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) Citations by Year