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Statistical Learning with Sparsity: The Lasso and Generalizations
Paperback
Series: Chapman & Hall/CRC Monographs on Statistics and Applied Prob
Business GeneralGeneral ComputersProbability & Statistics
ISBN13: 9780367738334
Publisher: CRC Press
Published: Dec 18 2020
Pages: 368
Weight: 1.63
Height: 0.70 Width: 6.10 Depth: 9.10
Language: English
In this age of big data, the number of features measured on a person or object can be large and might be larger than the number of observations. This book shows how the sparsity assumption allows us to tackle these problems and extract useful and reproducible patterns from big datasets. The authors cover the lasso for linear regression, generali
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