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Spectral theory of large dimensional random matrices and its applications to wireless communications and finance statistics : random matrix theory and its applications /
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 mome...
| Clasificación: | Libro Electrónico |
|---|---|
| Autores principales: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
[Anhui] : Singapore :
University of Science and Technology of China Press ; World Scientific,
[2014]
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 100 | 1 | |a Bai, Zhidong, |e author. | |
| 245 | 1 | 0 | |a Spectral theory of large dimensional random matrices and its applications to wireless communications and finance statistics : |b random matrix theory and its applications / |c Zhidong Bai, Zhaoben Fang, Ying-Chang Liang. |
| 264 | 1 | |a [Anhui] : |b University of Science and Technology of China Press ; |a Singapore : |b World Scientific, |c [2014] | |
| 264 | 4 | |c Ã2014 | |
| 300 | |a 1 online resource (xi, 220 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 500 | |a "This work is originally published by University of Science and Technology of China Press in 2010"--Title page verso | ||
| 520 | |a 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 ... | ||
| 504 | |a Includes bibliographical references (pages 201-215) and index. | ||
| 505 | 0 | |a Limiting spectral distributions -- Extreme eigenvalues -- Central limit theorems of linear spectral statistics -- Limiting behavior of eigenmatrix of sample covariance matrix -- Wireless communications -- limiting performances of linear and iterative receivers -- Application to finance. | |
| 588 | 0 | |a Print version record. | |
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Matrices. | |
| 650 | 6 | |a Matrices. | |
| 650 | 7 | |a MATHEMATICS |x Applied. |2 bisacsh | |
| 650 | 7 | |a MATHEMATICS |x Probability & Statistics |x General. |2 bisacsh | |
| 650 | 7 | |a Matrices |2 fast | |
| 700 | 1 | |a Fang, Zhaoben, |e author. | |
| 700 | 1 | |a Liang, Ying-Chang, |e author. | |
| 776 | 0 | 8 | |i Print version: |a Bai, Zhidong. |t Spectral theory of large dimensional random matrices and its applications to wireless communications and finance statistics. |d Singapore : World Scientific Publishing Co. Pte Ltd, [2014] |z 9789814579056 |w (OCoLC)864845217 |
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