Related Books

Introduction to High-Dimensional Statistics
Language: en
Pages: 364
Authors: Christophe Giraud
Categories: Business & Economics
Type: BOOK - Published: 2021-08-25 - Publisher: CRC Press

DOWNLOAD EBOOK

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 Statistics
Language: en
Pages: 571
Authors: Martin J. Wainwright
Categories: Business & Economics
Type: BOOK - Published: 2019-02-21 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

A coherent introductory text from a groundbreaking researcher, focusing on clarity and motivation to build intuition and understanding.
High-Dimensional Probability
Language: en
Pages: 299
Authors: Roman Vershynin
Categories: Business & Economics
Type: BOOK - Published: 2018-09-27 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

An integrated package of powerful probabilistic tools and key applications in modern mathematical data science.
Fundamentals of High-Dimensional Statistics
Language: en
Pages: 363
Authors: Johannes Lederer
Categories: Mathematics
Type: BOOK - Published: 2021-11-16 - Publisher: Springer Nature

DOWNLOAD EBOOK

This textbook provides a step-by-step introduction to the tools and principles of high-dimensional statistics. Each chapter is complemented by numerous exercise
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

DOWNLOAD EBOOK

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