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lars

swMATH ID: 8165
Software Authors: Trevor Hastie; Brad Efron
Description: R package lars: Least Angle Regression, Lasso and Forward Stagewise. Efficient procedures for fitting an entire lasso sequence with the cost of a single least squares fit. Least angle regression and infinitesimal forward stagewise regression are related to the lasso, as described in the paper below.
Homepage: http://cran.r-project.org/web/packages/lars/index.html
Dependencies: R
Related Software: R; glmnet; ElemStatLearn; randomForest; mgcv; robustbase; CRAN; sparsenet; elasticnet; penalized; rpart; PDCO; earth; Matlab; xtable; glmpath; Glmnet; Octave; sparseLDA; SuperLearner
Referenced in: 37 Publications
all top 5

Referenced by 91 Authors

2 Alfons, Andreas
2 Bühlmann, Peter
2 Croux, Christophe
2 Gelper, Sarah
2 Wells, Martin T.
2 Zou, Hui
1 Ahmed, Syed Ejaz
1 Ajmal, Hamda B.
1 Augugliaro, Luigi
1 Bar, Haim Y.
1 Baumer, Benjamin S.
1 Bedoui, Adel
1 Beinrucker, Andre
1 Biau, Gérard
1 Blanchard, Gilles
1 Blondel, Mathieu
1 Bondell, Howard D.
1 Booth, James G.
1 Brucher, Matthieu
1 Candès, Emmanuel J.
1 Carter, Knute D.
1 Cavanaugh, Joseph E.
1 Cournapeau, David
1 Doğan, Ürün
1 Donoho, David Leigh
1 Dubourg, Vincent
1 Duchesnay, Édouard
1 Duncan, Ian
1 Eklund, Martin
1 Fallahpour, Saber
1 Faria, Susana
1 Fischer, Aurélie
1 Flynn, Cheryl J.
1 Futschik, Andreas
1 Gonçalves, A. Manuela
1 Gramfort, Alexandre
1 Griffin, Maryclare
1 Grisel, Olivier
1 Guedj, Benjamin
1 Hastie, Trevor John
1 Hoff, Peter D.
1 Horton, Nicholas J.
1 Hothorn, Torsten
1 Hurvich, Clifford M.
1 Hussain, Ijaz
1 Johnson, Kjell
1 Kaplan, Daniel T.
1 Karabatsos, George
1 Konis, Kjell P.
1 Kuhn, Max
1 Lazar, Nicole A.
1 Lèbre, Sophie
1 Lee, Youngjo
1 Lin, Yi
1 Ludkovski, Michael
1 Madden, Michael G.
1 Malley, James D.
1 Martin, Ryan
1 Meinshausen, Nicolai
1 Michel, Vincent
1 Nagarajan, Radhakrishnan
1 Noh, Maengseok
1 Oelker, Margret-Ruth
1 Ormerod, John T.
1 Panaretos, Victor M.
1 Passos, Alexandre
1 Pazira, Hassan
1 Pedregosa, Fabian
1 Perrot, Matthieu
1 Pilanci, Mert
1 Prettenhofer, Peter
1 Rönnegård, Lars
1 Schifano, Elizabeth D.
1 Scutari, Marco
1 Shahriari, Shirin
1 Simonoff, Jeffrey S.
1 Strawderman, Robert L.
1 Tang, Yiqi
1 Tao, Terence
1 Thirion, Bertrand
1 Tutz, Gerhard E.
1 Vanderplas, Jake
1 Varoquaux, Gaël
1 Wainwright, Martin J.
1 Walker, Stephen Grahm
1 Wand, Matthew P.
1 Weiss, Ron
1 Wit, Ernst C.
1 Yuan, Ming
1 Zhao, Yaqing
1 Zwanzig, Silvelyn

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