Multivariate Statistical Methods

Name: Multivariate Statistical Methods
Brand: Springer, Berlin
SKU: 9783030813949
Price: 2514 CZK
Availability: InStock

Going Beyond the Linear

Autor: György Terdik

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer, Berlin

Dostupnost: Skladem u dodavatele

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This book presents a general method for deriving higher-order statistics of multivariate distributio...

Informace o knize

Autor

György Terdik

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2022

Stránek

418

EAN

9783030813949

Enbook ID

41632265

Vydavatel

Springer, Berlin

Hmotnost

602

Rozměry

155 x 235 x 24

Kompletní popis

This book presents a general method for deriving higher-order statistics of multivariate distributions with simple algorithms that allow for actual calculations. Multivariate nonlinear statistical models require the study of higher-order moments and cumulants. The main tool used for the definitions is the tensor derivative, leading to several useful expressions concerning Hermite polynomials, moments, cumulants, skewness, and kurtosis. A general test of multivariate skewness and kurtosis is obtained from this treatment. Exercises are provided for each chapter to help the readers understand the methods. Lastly, the book includes a comprehensive list of references, equipping readers to explore further on their own.

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Multivariate Statistical Methods

Going Beyond the Linear

Informace o knize

Kompletní popis

Mohlo by vás zajímat

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