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Statistical Learning with Sparsity

The Lasso and Generalizations

Hastie, Trevor (Stanford University, Tibshirani, Robert (Stanford University, Wainwright, Martin (Department of Statistics - Statistical Learning with Sparsity

Omschrijving

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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Schrijver: Hastie, Trevor (Stanford University, Tibshirani, Robert (Stanford University, Wainwright, Martin (Department of Statistics
Titel: Statistical Learning with Sparsity
Uitgever: Taylor & Francis Ltd

Jaar: 2020
Taal: Engels
Pagina's: 368
Gewicht: 300 gr

EAN: 9780367738334
Afmetingen: 156 x 234 x 23 mm
Bindwijze: Paperback / softback

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Statistical Learning with Sparsity

The Lasso and Generalizations

Omschrijving

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