High-dimensional statistics: a non-asymptotic viewpoint by Wainwright, Martin J. (9781108572828) | Browns Books
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High-dimensional statistics: a non-asymptotic viewpoint - 48

Wainwright, Martin J.
Part of the Cambridge Series in Statistical and Probabilistic Mathematics series
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Recent years have witnessed an explosion in the volume and variety of data collected in all scientific disciplines and industrial settings.

Such massive data sets present a number of challenges to researchers in statistics and machine learning.

This book provides a self-contained introduction to the area of high-dimensional statistics, aimed at the first-year graduate level.

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Product Details
Cambridge University Press
1108572820 / 9781108572828
eBook (Adobe Pdf)
519.5
21/02/2019
English
548 pages
Copy: 10%; print: 10%
GPH Data analysis: general, KCHS Economic statistics, PBT Probability & statistics, PS Biology, life sciences, UYQM Machine learning, UYQP Pattern recognition, UYS Signal processing

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