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Paperback Statistical Learning with Sparsity: The Lasso and Generalizations Book

ISBN: 0367738333

ISBN13: 9780367738334

Statistical Learning with Sparsity: The Lasso and Generalizations

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Format: Paperback

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Book Overview

Discover New Methods for Dealing with High-Dimensional Data

A 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.

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