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Statistical Learning with Sparsity

Language EnglishEnglish
Book Paperback
Book Statistical Learning with Sparsity Trevor Hastie
Libristo code: 33479270
Publishers Taylor & Francis Ltd, December 2020
In this age of big data, the number of features measured on a person or object can be large and migh... Full description
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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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About the book

Full name Statistical Learning with Sparsity
Author Trevor Hastie, Robert Tibshirani, Martin Wainwright
Language English
Binding Book - Paperback
Date of issue 2020
Number of pages 367
EAN 9780367738334
ISBN 0367738333
Libristo code 33479270
Publishers Taylor & Francis Ltd
Weight 618
Dimensions 234 x 156 x 23

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering
Society & Social Sciences > Sociology & anthropology > Sociology
Mathematics & Science > Mathematics > Probability & statistics
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