Least-angle regression

Results: 31



#Item
1Statistics / Regression analysis / Estimation theory / Parametric statistics / Statistical methods / Least squares / Linear regression / Ordinary least squares / Elastic net regularization / Least-angle regression / Lasso / Feature selection

JSS Journal of Statistical Software MMMMMM YYYY, Volume VV, Issue II. http://www.jstatsoft.org/

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Source URL: www2.imm.dtu.dk

Language: English - Date: 2012-03-16 04:43:46
2

Why does least angle regression work? Sven Laur Helsinki University of Technology Minimisation goal of the LASSO algorithm

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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

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    Source URL: www.applied-mathematics.net

    - Date: 2010-07-29 12:06:15
      4Econometrics / Linear regression / Least squares / N-gram / Regularization / Training set / Stepwise regression / Least-angle regression / Pattern recognition / Statistics / Regression analysis / Machine learning

      Iterative Learning: Leveraging the Computer as an On-Demand Expert Artist Tim Althoff∗ University of California, Berkeley (a) Original Image

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      Source URL: timalthoff.de

      Language: English - Date: 2012-11-20 09:32:10
      5Statistical theory / Econometrics / Decision theory / Elastic net regularization / Least squares / Tikhonov regularization / Least-angle regression / Expectation–maximization algorithm / Lasso / Statistics / Estimation theory / Regression analysis

      Rejoinder: One-step sparse estimates in nonconcave penalized likelihood models

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      Source URL: www.personal.psu.edu

      Language: English - Date: 2008-07-18 23:29:17
      6Least-angle regression / Linear regression / Feature selection / Least squares / Model selection / Logistic regression / Cross-validation / Regression / Partial least squares regression / Statistics / Regression analysis / Stepwise regression

      Stopping stepwise: Why stepwise and similar selection methods are bad, and what you should use

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      Source URL: www.nesug.org

      Language: English - Date: 2007-11-28 13:50:39
      7Least-angle regression / Elastic net regularization / Least squares / Regularization / Stepwise regression / Compressed sensing / Tikhonov regularization / Degrees of freedom / Additive model / Statistics / Regression analysis / Linear regression

      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,

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      Source URL: statweb.stanford.edu

      Language: English - Date: 2013-12-13 12:42:42
      8Regression analysis / Least-angle regression / Lasso / Least squares / Residual sum of squares / Vector space / Regularization / Bootstrapping / Machine learning / Statistics / Algebra / Mathematics

      Package ‘lars’ February 20, 2015 Type Package Version 1.2 DateTitle Least Angle Regression, Lasso and Forward Stagewise

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      Source URL: cran.r-project.org

      Language: English - Date: 2015-02-19 18:14:06
      9Regularization / Lasso / Tikhonov regularization / Feature selection / Least-angle regression / Statistics / Regression analysis / Elastic net regularization

      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

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      Source URL: www.statistics.gov.hk

      Language: English - Date: 2013-08-22 04:39:19
      10Linear regression / Least-angle regression / Dummy variable / Statistics / Regression analysis / Econometrics

      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

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      Source URL: www.kde.cs.uni-kassel.de

      Language: English - Date: 2008-08-25 03:47:27
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