Statistical Learning with Sparsity:

The Lasso and Generalizations

During the past decade there has been an explosion in computation and information technology. With it has come vast amounts of data in a variety of fields such as medicine, biology, finance, and marketing. This book descibes the important ideas in these areas in a common conceptual framework.

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Trevor Hastie

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Robert Tibshirani

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Martin Wainwright

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Book signing at the August 2015 JSM in Seattle.

© Statistical Learning with Sparsity 2015