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Multivariate Statistical Methods Going Beyond The Linear 1st Edition by György Terdik ISBN 9783030813918 3030813916

Name: Multivariate Statistical Methods Going Beyond The Linear 1st Edition by György Terdik ISBN 9783030813918 3030813916
SKU: EB-35754252
Availability: InStock

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Multivariate Statistical Methods Going Beyond The Linear 1st Edition György Terdik Digital Instant Download

Author(s): György Terdik

ISBN(s): 9783030813918, 9783030813925, 9783030813949, 3030813916, 3030813924, 3030813940

Edition: 1

File Details: PDF, 4.49 MB

Year: 2021

Language: English

SKU: EB-35754252 Category: Mathematics Tag: György Terdik

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Multivariate Statistical Methods Going Beyond The Linear 1st Edition by György Terdik – Ebook PDF Instant Download/Delivery: 9783030813918 ,3030813916
Full download Multivariate Statistical Methods Going Beyond The Linear 1st Edition after payment

Product details:
ISBN 10: 3030813916
ISBN 13: 9783030813918
Author: György Terdik

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.

Multivariate Statistical Methods Going Beyond The Linear 1st Edition Table of contents:

1. Some Introductory Algebra

2. The Tensor Derivative of Vector Functions

3. T-Moments and T-Cumulants

4. Gaussian Systems, T-Hermite Polynomials, Moments, and Cumulants

5. Multivariate Skew Distributions

6. Multivariate Skewness and Kurtosis

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Tags: György Terdik, Multivariate Statistical, Linear