High-Dimensional Statistics: A Non-Asymptotic Viewpoint (Cambridge Series in Statistical and Probabilistic Mathematics, Series Number 48)
Martin J. Wainwright presents high-dimensional statistics through a non-asymptotic lens. Part of the Cambridge Series in Statistical and Probabilistic Mathematics, this book offers a mathematically focused treatment of statistical and probabilistic ideas for understanding problems involving many variables.
About This Book
High-Dimensional Statistics: A Non-Asymptotic Viewpoint examines statistical questions in settings where the number of variables may be large.
The book presents a non-asymptotic perspective, emphasizing results and methods that do not rely solely on limiting arguments.
It belongs to the Cambridge Series in Statistical and Probabilistic Mathematics and is authored by Martin J. Wainwright.
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