Spectral analysis of normalized sample covariance matrices with large dimension and small sample size

Sample covariance matrix, which is to give an idea about the statistical interdependence structure of the data, is a fundamental tool in multivariate statistical analysis. Due to rapid development and wide applications in statistics, wireless communication and econometric theory, significant effort...

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Bibliographic Details
Main Author: Chen, Binbin
Other Authors: School of Physical and Mathematical Sciences
Format: Thesis
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/54960