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Multivariate Statistical Methods

Name: Multivariate Statistical Methods
Brand: Springer, Berlin
SKU: 41632265
Price: 41248 HUF
Availability: InStock
Author: György Terdik
ISBN: 9783030813949

Going Beyond the Linear

György Terdik

Language

English

Book Paperback

Libristo code: 41632265

Publishers Springer, Berlin, November 2021

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

Libristo code: 41632265

274 b

41 248 Ft

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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.