Statistical Learning with Sparsity The Lasso and Generalizations 1st Edition

Author(s): Trevor Hastie; Robert Tibshirani; Martin Wainwright
Publisher: Chapman & Hall
ISBN: 9781498712163
Edition: 1st Edition

$39,99

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Description

Description

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