データサイエンスのための高次元確率入門
High-Dimensional Probability
An Introduction with Applications in Data Science
Cambridge Series in Statistical and Probabilistic Mathematics
Vershynin, Roman
- 出版社：Cambridge University Press
- 出版年月：2018年 11月
- ISBN：9781108415194
- 装丁：HRD
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装丁について
- 言語：ENG
- 巻数・ページ数：296 p.
- 分類： 確率・統計
- DDC分類：519.2
- 内容紹介：
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Winner, 2019 PROSE Award for Mathematics. Drawing on ideas from probability, analysis, and geometry, this book lends itself to applications in mathematics, statistics, theoretical computer science, signal processing, optimization, and more. It is the first to integrate theory, key tools, and modern applications of high-dimensional probability.