Statistical Learning With Sparsity

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Statistical Learning with Sparsity

Statistical Learning with Sparsity
Author :
Publisher : CRC Press
Total Pages : 354
Release :
ISBN-10 : 9781498712170
ISBN-13 : 1498712177
Rating : 4/5 (177 Downloads)

Book Synopsis Statistical Learning with Sparsity by : Trevor Hastie

Download or read book Statistical Learning with Sparsity written by Trevor Hastie and published by CRC Press. This book was released on 2015-05-07 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover New Methods for Dealing with High-Dimensional DataA sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to estimate and interpret than a dense model. Statistical Learning with Sparsity: The Lasso and Generalizations presents methods that exploit sparsity to help recover the underl


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