Symmetric Functionals on Random Matrices and Random Matchings Problems: 147 (The IMA Volumes in Mathematics and its Applications) - Tapa dura

Rempala, Grzegorz; Wesolowski, Jacek

 
9780387751450: Symmetric Functionals on Random Matrices and Random Matchings Problems: 147 (The IMA Volumes in Mathematics and its Applications)
Tapa dura
ISBN 10: 0387751459 ISBN 13: 9780387751450
Editorial: Springer, 2007

Sinopsis

This superb explication of a complex subject presents the current state of the art of the mathematical theory of symmetric functionals on random matrices. It emphasizes its connection with the statistical non-parametric estimation theory. The book provides a detailed description of the approach of symmetric function decompositions to the asymptotic theory of symmetric functionals, including the classical theory of U-statistics. It also presents applications of the theory.

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De la contraportada

This book is drawn from the recent literature on the asymptotic behavior of random permanents and random matchings. In particular, the authors present an elegant connection between the problem of an asymptotic behavior for a certain family of functionals on random matrices and the asymptotic results in the classical theory of the so-called U-statistics -- objects of fundamental importance in the non-parametric statistical inference.

This book is self-contained and accessible to any mathematics, statistics or engineering graduate student who has taken basic introductory courses in probability theory and mathematical statistics.

Dr.Grzegorz A. Rempala is a Professor of Statistics in the Department of Mathematics at the University of Louisville in Louisville, KY. Dr. Jacek Wesolowski is a Professor of Mathematics and Associate Dean for Research at the Faculty of Mathematics and Information Science, Warsaw University of Technology in Warsaw, Poland.

The volume is a result of the authors' collaborative effort initiated at the IMA during the Institute's 2003/04 annual program on "Probability and Statistics in Complex Systems: Genomics, Networks, and Finance Engineering".

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Editorial
Springer
Año de publicación
2007
Idioma
Inglés
ISBN 10 
0387751459
ISBN 13 
9780387751450
Encuadernación
Tapa dura
Número de páginas
200
Contacto del fabricante
no disponible
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Otras ediciones populares con el mismo título

9781441925824: Symmetric Functionals on Random Matrices and Random Matchings Problems: 147 (The IMA Volumes in Mathematics and its Applications)

Edición Destacada

ISBN 10:  1441925821 ISBN 13:  9781441925824
Editorial: Springer, 2010
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