Dublin Core
Title
Multivariate Statistical Analysis in the Real and Complex Domains
Subject
Statistical physics
Description
This book explores topics in multivariate statistical analysis, relevant in the real and complex domains. It utilizes simplified and unified notations to render the complex subject matter both accessible and enjoyable, drawing from clear exposition and numerous illustrative examples. The book features an in-depth treatment of theory with a fair balance of applied coverage, and a classroom lecture style so that the learning process feels organic. It also contains original results, with the goal of driving research conversations forward. This will be particularly useful for researchers working in machine learning, biomedical signal processing, and other fields that increasingly rely on complex random variables to model complex-valued data. It can also be used in advanced courses on multivariate analysis. Numerous exercises are included throughout.
Creator
Mathai, Arak M.
Provost, Serge B.
Haubold, Hans J.
Source
https://library.oapen.org/handle/20.500.12657/59381
Publisher
Publisher: Springer Nature
Publisher website: https://www.springernature.com/gp/products/books
Date
2022
Contributor
Tatik
Rights
https://creativecommons.org/licenses/by/4.0/
Format
PDF
Language
English
Type
Textbooks
Identifier
DOI: 10.1007/978-3-030-95864-0
ISBN: 9783030958640, 9783030958640