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Statistical Learning with Sparsity

The Lasso and Generalizations

Language EnglishEnglish
Book Hardback
Book Statistical Learning with Sparsity Wainwright
Libristo code: 03188128
Publishers Taylor & Francis Inc, August 2015
Discover New Methods for Dealing with High-Dimensional Data A sparse statistical model has only a s...
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Discover New Methods for Dealing with High-Dimensional Data A sparse statistical model has only a small number of nonzero parameters or weights; therefore, it is much easier to estimate and interpret than a dense model. S

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About the book

Full name Statistical Learning with Sparsity
Author Wainwright, Martin (Department of Statistics, University of California, Berkeley)
Language English
Binding Book - Hardback
Date of issue 2015
Number of pages 367
EAN 9781498712163
ISBN 9781498712163
Libristo code 03188128
Publishers Taylor & Francis Inc
Weight 756
Dimensions 163 x 244 x 22

Categories

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering
Economics, Finance, Business & Management > Economics > Econometrics & economic statistics
Mathematics & Science > Mathematics > Probability & statistics
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