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Statistical Learning with Sparsity

The Lasso and Generalizations

Language EnglishEnglish
E-book Adobe ePub DRM
Publishers Chapman and Hall/CRC, May 2015
Discover New Methods for Dealing with High-Dimensional DataA sparse statistical model has only a sma... Full description
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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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About the book

Full name Statistical Learning with Sparsity
Author Trevor Hastie, Robert Tibshirani, Martin Wainwright
Language English
Binding E-book - Adobe ePub DRM
Date of issue 2015
Number of pages 367
EAN 9781040074176
Libristo code 47332534
Publishers Chapman and Hall/CRC

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering
Society & Social Sciences > Sociology & anthropology > Sociology
Mathematics & Science > Mathematics > Probability & statistics
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