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· 2015

Statistical Learning with Sparsity

Trevor Hastie, Robert Tibshirani, Martin J. Wainwright

Short summary

This book introduces statistical learning methods that leverage sparsity, particularly the Lasso, to effectively handle high-dimensional data by estimating models with few non-zero parameters.

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Field: Statistics and Probability

Statistics and ProbabilityMathematics