High-Dimensional Statistics

High-Dimensional Statistics
Author: Martin J. Wainwright
Publisher: Cambridge University Press
Total Pages: 571
Release: 2019-02-21
Genre: Business & Economics
ISBN: 1108498027


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A coherent introductory text from a groundbreaking researcher, focusing on clarity and motivation to build intuition and understanding.


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.
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
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
High-Dimensional Data Analysis with Low-Dimensional Models
Language: en
Pages: 718
Authors: John Wright
Categories: Computers
Type: BOOK - Published: 2022-01-13 - Publisher: Cambridge University Press

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Connecting theory with practice, this systematic and rigorous introduction covers the fundamental principles, algorithms and applications of key mathematical mo
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.