SPECTRAL THEORY OF LARGE DIMENSIONAL RANDOM MATRICES AND ITS APPLICATIONS TO WIRELESS COMMUNICATIONS AND FINANCE STATISTICS: RANDOM MATRIX THEORY AND ITS APPLICATIONS - Hardcover

Fang, Zhaoben; Liang, Ying-Chang; Bai, Zhidong

 
9789814579056: SPECTRAL THEORY OF LARGE DIMENSIONAL RANDOM MATRICES AND ITS APPLICATIONS TO WIRELESS COMMUNICATIONS AND FINANCE STATISTICS: RANDOM MATRIX THEORY AND ITS APPLICATIONS
Hardcover
ISBN 10: 981457905X ISBN 13: 9789814579056
Publisher: World Scientific Publishing Company, 2014

Synopsis

The book contains three parts: Spectral theory of large dimensional random matrices; Applications to wireless communications; and Applications to finance. In the first part, we introduce some basic theorems of spectral analysis of large dimensional random matrices that are obtained under finite moment conditions, such as the limiting spectral distributions of Wigner matrix and that of large dimensional sample covariance matrix, limits of extreme eigenvalues, and the central limit theorems for linear spectral statistics. In the second part, we introduce some basic examples of applications of random matrix theory to wireless communications and in the third part, we present some examples of Applications to statistical finance.

"synopsis" may belong to another edition of this title.

From the Back Cover

The book contains three parts: Spectral theory of large dimensional random matrices; Applications to wireless communications; and Applications to finance. In the first part, we introduce some basic theorems of spectral analysis of large dimensional random matrices that are obtained under finite moment conditions, such as the limiting spectral distributions of Wigner matrix and that of large dimensional sample covariance matrix, limits of extreme eigenvalues, and the central limit theorems for linear spectral statistics. In the second part, we introduce some basic examples of applications of random matrix theory to wireless communications and in the third part, we present some examples of Applications to statistical finance.

"About this title" may belong to another edition of this title.

Publisher
World Scientific Publishing Company
Publication date
2014
Language
English
ISBN 10 
981457905X
ISBN 13 
9789814579056
Binding
Hardcover
Number of pages
232