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Least-angle regression
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1	JSS Journal of Statistical Software MMMMMM YYYY, Volume VV, Issue II. http://www.jstatsoft.org/ Add to Reading List Source URL: www2.imm.dtu.dk Language: English - Date: 2012-03-16 04:43:46 Statistics Regression analysis Estimation theory Parametric statistics Statistical methods Least squares Linear regression Ordinary least squares Elastic net regularization Least-angle regression Lasso Feature selection
2	Why does least angle regression work? Sven Laur Helsinki University of Technology Minimisation goal of the LASSO algorithm Add to Reading List Source URL: lepo.it.da.ut.ee Language: English - Date: 2005-02-07 20:19:19
3	LARS Library: Least Angle Regression Stagewise Library Frank Vanden Berghen IRIDIA, Universit´e Libre de Bruxelles November 22, 2005 Add to Reading List Source URL: www.applied-mathematics.net - Date: 2010-07-29 12:06:15
4	Iterative Learning: Leveraging the Computer as an On-Demand Expert Artist Tim Althoff∗ University of California, Berkeley (a) Original Image Add to Reading List Source URL: timalthoff.de Language: English - Date: 2012-11-20 09:32:10 Econometrics Linear regression Least squares N-gram Regularization Training set Stepwise regression Least-angle regression Pattern recognition Statistics Regression analysis Machine learning
5	Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models Add to Reading List Source URL: www.personal.psu.edu Language: English - Date: 2008-07-18 23:29:17 Statistical theory Econometrics Decision theory Elastic net regularization Least squares Tikhonov regularization Least-angle regression Expectation–maximization algorithm Lasso Statistics Estimation theory Regression analysis
6	Stopping stepwise: Why stepwise and similar selection methods are bad, and what you should use Add to Reading List Source URL: www.nesug.org Language: English - Date: 2007-11-28 13:50:39 Least-angle regression Linear regression Feature selection Least squares Model selection Logistic regression Cross-validation Regression Partial least squares regression Statistics Regression analysis Stepwise regression
7	42 In praise of sparsity and convexity Robert J. Tibshirani Department of Statistics, Stanford, CA To celebrate the 50th anniversary of COPSS, I discuss some examples of exciting developments of sparsity and convexity, Add to Reading List Source URL: statweb.stanford.edu Language: English - Date: 2013-12-13 12:42:42 Least-angle regression Elastic net regularization Least squares Regularization Stepwise regression Compressed sensing Tikhonov regularization Degrees of freedom Additive model Statistics Regression analysis Linear regression
8	Package ‘lars’ February 20, 2015 Type Package Version 1.2 DateTitle Least Angle Regression, Lasso and Forward Stagewise Add to Reading List Source URL: cran.r-project.org Language: English - Date: 2015-02-19 18:14:06 Regression analysis Least-angle regression Lasso Least squares Residual sum of squares Vector space Regularization Bootstrapping Machine learning Statistics Algebra Mathematics
9	Some Properties of Generalized Fused Lasso and Its Applications to High Dimensional Data Woncheol Jang, Johan Lim Seoul National University, Seoul, Korea, wjang, Ji Meng Loh Add to Reading List Source URL: www.statistics.gov.hk Language: English - Date: 2013-08-22 04:39:19 Regularization Lasso Tikhonov regularization Feature selection Least-angle regression Statistics Regression analysis Elastic net regularization
10	RANK for spam detection ECML - Discovery Challenge Vadis Consulting – J.-F. Chevalier & P. Gramme Vadis Consulting SA/NV., Allée de la recherche/ ResearchdreeftBrussels (Anderlecht), Belgium www.vadis.com Add to Reading List Source URL: www.kde.cs.uni-kassel.de Language: English - Date: 2008-08-25 03:47:27 Linear regression Least-angle regression Dummy variable Statistics Regression analysis Econometrics