The extreme eigenvalues of two types of random matrices

The fluctuations of extreme eigenvalues of a large random matrix model is a central topic in random matrix theory, motivated by applications in principle component analysis, factor analysis, or signal detection problems. This thesis establishes asymptotic distributions for the largest eigenvalues of...

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Bibliographic Details
Main Author: Zhang, Zhixiang
Other Authors: Pan Guangming
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/150804
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Institution: Nanyang Technological University
Language: English