High-Dimensional Probability

High-Dimensional Probability
Author: Roman Vershynin
Publisher: Cambridge University Press
Total Pages: 299
Release: 2018-09-27
Genre: Business & Economics
ISBN: 1108415199


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An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.


High-Dimensional Probability
Language: en
Pages: 299
Authors: Roman Vershynin
Categories: Business & Economics
Type: BOOK - Published: 2018-09-27 - Publisher: Cambridge University Press

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An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.
High-Dimensional Statistics
Language: en
Pages: 571
Authors: Martin J. Wainwright
Categories: Business & Economics
Type: BOOK - Published: 2019-02-21 - Publisher: Cambridge University Press

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A coherent introductory text from a groundbreaking researcher, focusing on clarity and motivation to build intuition and understanding.
Introduction to High-Dimensional Statistics
Language: en
Pages: 410
Authors: Christophe Giraud
Categories: Computers
Type: BOOK - Published: 2021-08-25 - Publisher: CRC Press

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Praise for the first edition: "[This book] succeeds singularly at providing a structured introduction to this active field of research. ... it is arguably the m
Statistics for High-Dimensional Data
Language: en
Pages: 568
Authors: Peter Bühlmann
Categories: Mathematics
Type: BOOK - Published: 2011-06-08 - Publisher: Springer Science & Business Media

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Modern statistics deals with large and complex data sets, and consequently with models containing a large number of parameters. This book presents a detailed ac
High Dimensional Probability
Language: en
Pages: 288
Authors: Evarist Giné
Categories: Mathematics
Type: BOOK - Published: 2006 - Publisher: IMS

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