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English

Statistical Learning With Sparsity

Hardcover • 2015 • English

Statistical Learning With Sparsity

By Trevor Hastie

0 Ratings • 0.0 of 5

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About the book

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 underlying signal in a set of data.Top experts in this rapidly evolving field, the authors describe the lasso for linear regression and a simple coordinate ...Show more

Book details

ISBN

9781498712163

Publisher

Taylor & Francis Inc

Published year

2015

Language

English

Original title

Statistical Learning With Sparsity

Format

Hardcover

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