Multivariate Statistical Methods: Going Beyond the Linear

Author:   György Terdik
Publisher:   Springer Nature Switzerland AG
Edition:   1st ed. 2021
ISBN:  

9783030813949


Pages:   418
Publication Date:   28 October 2022
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Multivariate Statistical Methods: Going Beyond the Linear


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Author:   György Terdik
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2021
Weight:   0.658kg
ISBN:  

9783030813949


ISBN 10:   3030813940
Pages:   418
Publication Date:   28 October 2022
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Some Introductory Algebra.- Tensor derivative of vector functions.- T-Moments and T-Cumulants.-  Gaussian systems, T-Hermite polynomials, Moments and Cumulants.-  Multivariate Skew Distributions.- Multivariate skewness and kurtosis.

Reviews

“The book under review is a very well-written monograph, which gives an up-to-date, self-contained, and thorough analysis of the cumulants and related statistical measures like the skewness and kurtosis for non-Gaussian multivariate distributions. From my point of view, the author has written an interesting book, which could be a reference book for researchers interested in multivariate analysis as well as text for advanced graduate-level courses.” (Apostolos Batsidis, zbMATH 1512.62005, 2023)


Author Information

György Terdik received his PhD in 1982 at the Department of Probability Theory, State University of Leningrad, USSR. He has been a full-time professor at the Faculty of Informatics, University of Debrecen, Hungary since 2008. He has spent 10 semesters visiting different universities in the US including UC Berkeley and UC Santa Barbara, and the Case Western Reserve University, among others. His research interests include multivariate nonlinear statistics, time series analysis, modelling high speed communication networks, bilinear and multi-fractal models, directional statistics, and spherical processes, spatial dependence and interaction between space and time.

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