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Lectures on Dependency : Selected Topics in Multivariate Statistics / / by Thorsten Dickhaus



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Autore: Dickhaus Thorsten Visualizza persona
Titolo: Lectures on Dependency : Selected Topics in Multivariate Statistics / / by Thorsten Dickhaus Visualizza cluster
Pubblicazione: Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022
Edizione: 1st ed. 2022.
Descrizione fisica: 1 online resource (64 pages)
Disciplina: 519.535
Soggetto topico: Statistics
Mathematical statistics
Statistical Theory and Methods
Mathematical Statistics
Note generali: Includes index.
Nota di contenuto: Preface -- General preliminaries -- Correlation coefficients of bivariate normal distributions -- Empirical likelihood ratio tests for the population correlation coefficient -- The rearrangement algorithm -- On the covariances of order statistics -- On equi-correlation matrices -- Skew-normal distributions -- The weighted bootstrap -- index.
Sommario/riassunto: This short book elaborates on selected aspects of stochastic-statistical dependencies in multivariate statistics. Each chapter provides a rigorous and self-contained treatment of one specific topic, poses a particular problem within its scope, and concludes by presenting its solution. The presented problems are not only relevant for research in mathematical statistics, but also entertaining, with elegant proofs and appealing solutions. The chapters cover correlation coefficients of bivariate normal distributions, empirical likelihood ratio tests for the population correlation, the rearrangement algorithm, covariances of order statistics, equi-correlation matrices, skew-normal distributions and the weighted bootstrap. This book is primarily intended for early-career researchers in mathematical statistics, but will also be interesting for lecturers in the field. Its goal is to rouse the reader’s interest, further their knowledge of the subject and provide them with some useful mathematical techniques.
Titolo autorizzato: Lectures on Dependency  Visualizza cluster
ISBN: 9783030969325
9783030969318
Formato: Materiale a stampa
Livello bibliografico Monografia
Lingua di pubblicazione: Inglese
Record Nr.: 9910552724103321
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Serie: SpringerBriefs in Statistics, . 2191-5458