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pls

swMATH ID: 4365
Software Authors: Mevik, Bjørn-Helge; Wehrens, Ron; Liland, Kristian Hovde
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; ElemStatLearn; Kernlab; MASS (R); elasticnet; e1071; robustbase; plspm; lattice; earth; caret; glmnet; Matlab; SAS; SPSS; rpart; randomForest; gbm; neuralnet; spls
Cited in: 35 Documents

Standard Articles

1 Publication describing the Software Year
The pls Package: Principal Component and Partial Least Squares Regression in R Link
Björn-Helge Mevik; Ron Wehrens
2007
all top 5

Cited by 86 Authors

2 Hron, Karel
2 Johnson, Kjell
2 Palarea-Albaladejo, Javier
2 Štefelová, Nikola
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 Cook, Ralph Dennis
1 Culp, Mark Vere
1 Cunningham, Erica
1 Datta, Somnath
1 Datta, Susmita
1 De Bastiani, Fernanda
1 De Niz, Carlos
1 de Sousa, Julie
1 Dobešová, Dana
1 Du, Ruofei
1 Dygrýn, Jan
1 Ekvall, Karl Oskar
1 Faraway, Julian J.
1 Faria, Susana
1 Fitzpatrick, Trevor
1 Forzani, Liliana
1 Friedecký, David
1 Futschik, Andreas
1 Gába, Aleš
1 Georgikopoulos, Nikolaos
1 Gonçalves, A. Manuela
1 Hao, Mengyan
1 Hay-Jahans, Christopher
1 Huang, Wentian
1 Hudson, Laurie G.
1 Hussain, Ijaz
1 Jiang, Yonglei
1 Jin, Lianjie
1 Joober, Ridha
1 Ju, Xiaomeng
1 Kawasumi-Kita, Aiko
1 Kuhn, Max
1 Kvasnička, Aleš
1 Labbe, Aurelie
1 Lewis, Johnnye
1 Liu, Lan
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 Nozadi, Sara
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 Rigby, Robert A.
1 Robert-Granie, Christele
1 Rossouw, Debra
1 Ruppert, David
1 Salibian-Barrera, Matias
1 Scherbart, Alexandra
1 Schlittgen, Rainer
1 Scutari, Marco
1 Shah, Jasmit
1 Shahriari, Shirin
1 Sisson, Scott A.
1 Stasinopoulos, Dimitrios M.
1 Tamhane, Ajit C.
1 Torgo, Luis
1 Wang, Liuxia
1 Wolf, Christof
1 Yu, Bin
1 Zhao, Xiangyuan
all top 5

Cited in 20 Serials

5 Journal of Applied Statistics
4 Use R!
3 Journal of Multivariate Analysis
2 Computational Statistics
2 Statistical Applications in Genetics and Molecular Biology
1 Statistical Science
1 Neural Networks
1 Machine Learning
1 Communications in Statistics. Simulation and Computation
1 European Journal of Operational Research
1 Computational Statistics and Data Analysis
1 Statistica Sinica
1 Statistical Modelling
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
1 Stat
all top 5

Cited in 7 Fields

31 Statistics (62-XX)
6 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