High-dimensional statistics : a non-asymptotic viewpoint /

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...

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Bibliographic Details

Main Author:	Wainwright, Martin (Martin J.) (Author)
Format:	Book
Language:	English
Published:	Cambridge ; New York : Cambridge University Press, [2019].
Series:	Cambridge series on statistical and probabilistic mathematics ; 48.
Subjects:	Mathematical statistics > Textbooks. Big data.