Multivariate Statistical Analysis in the Real and Complex Domains
Mathai, Arak M., Provost, Serge B., Haubold, Hans J.
Produktnummer:
18fde8eac6888f41fcab68fbbb13cd49d7
| Autor: | Haubold, Hans J. Mathai, Arak M. Provost, Serge B. |
|---|---|
| Themengebiete: | Gaussian distributions Wishart distribution classifications complex domain factor analysis mathematical statistics matrix-variate multivariate statistical analysis type-1 distributions type-2 distributions |
| Veröffentlichungsdatum: | 06.10.2022 |
| EAN: | 9783030958633 |
| Sprache: | Englisch |
| Seitenzahl: | 921 |
| Produktart: | Gebunden |
| Verlag: | Springer International Publishing |
Produktinformationen "Multivariate Statistical Analysis in the Real and Complex Domains"
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.
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