Statistical learning with sparsity : the lasso and generalizations / Trevor Hastie, Stanford University, USA, Rob Tibshirani, Stanford University, USA, Martin Wainwright, University of California, Berkeley, USA.
By: Hastie, Trevor.
Contributor(s): Tibshirani, Robert | Wainwright, Martin (Martin J.).
Series: Monographs on statistics and applied probability ; 143.Description: xv, 351 pages : illustrations (some color) ; 25 cm.ISBN: 9781498712163 (hardback : acidfree paper); 1498712169 (hardback : acidfree paper).Subject(s): Mathematical statistics | Least squares | Linear models (Statistics) | Proof theoryDDC classification: 519.5 Online resources: Full-text here| Item type | Current location | Call number | Status | Date due | Barcode | Item holds |
|---|---|---|---|---|---|---|
| Book | Skoltech library Shelves | QA275 .H38 2015 (Browse shelf) | Available | 2000006378 |
Total holds: 0
Browsing Skoltech library Shelves , Shelving location: Shelves Close shelf browser
| QA274.7 .L48 2017 Markov chains and mixing times / | QA274.7 .P88 1994 Markov decision processes : | QA274.7 .P88 1994 Markov decision processes : | QA275 .H38 2015 Statistical learning with sparsity : | QA276 .B84 2011 Statistics for high-dimensional data : | QA276 .D3254 2008 Asymptotic theory of statistics and probability / | QA276 .G57 2015 Introduction to high-dimensional statistics / |
"A Chapman & Hall book."
Includes bibliographical references and indexes.
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