Multivariate Statistical Methods: Going Beyond the Linear (Frontiers in Probability and the Statistical Sciences) - Softcover
Book 6 of 6: Frontiers in Probability and the Statistical Sciences
Synopsis
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
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ISBN 10: 3030813940
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Multivariate Statistical Methods (eng)
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Multivariate Statistical Methods: Going Beyond the Linear (Frontiers in Probability and the Statistical Sciences)
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Multivariate Statistical Methods
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Taschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 432 pp. Englisch. Seller Inventory # 9783030813949
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Multivariate Statistical Methods
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Multivariate Statistical Methods: Going Beyond the Linear
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Multivariate Statistical Methods | Going Beyond the Linear
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Taschenbuch. Condition: Neu. Multivariate Statistical Methods | Going Beyond the Linear | György Terdik | Taschenbuch | xiv | Englisch | 2022 | Springer | EAN 9783030813949 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu. Seller Inventory # 125336310
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Multivariate Statistical Methods: Going Beyond the Linear
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