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Multivariate statistical analysis in the real and complex domains

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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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Detail Information

Series Title

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Call Number

519.535 MUL m

Publisher

Cham, Switzerland : Springer Open., 2022

Collation

xxvii, 921p. : ill.

Language

English

ISBN/ISSN

9783030958640

Classification

519.535

Content Type

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Media Type

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Carrier Type

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Edition

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Subject(s)

Multivariate analysis

Specific Detail Info

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Statement of Responsibility

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