Statistical Learning with Sparsity

Statistical Learning with Sparsity

Autor: Trevor Hastie, Robert Tibshirani, Martin Wainwright
Verlag: CRC Press
Ausgabe: 1
Erscheinungsdatum: 2015
ISBN: 9780367738334

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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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