Giraud, Christophe,

Introduction to high-dimensional statistics / Christophe Giraud. - 2nd ed. - Boca Raton, CRC Press, 2022. - xvii,345. - Chapman & Hall/CRC monographs on statistics and applied probability .

Includes bibliographical references and index.

"Introduction to High-Dimensional Statistics, Second Edition preserves the philosophy of the first edition: to be a concise guide for students and researchers discovering the area and interested in the mathematics involved. The main concepts and ideas are presented in simple settings, avoiding thereby unessential technicalities. High-dimensional statistics is a fast-evolving field and much progress has been made on a large variety of topics, providing new insights and methods"--

9781003158745


Dimensional analysis.
Multivariate analysis.
Big data.
Statistics.

519.535 / GIR/I