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A new test for sphericity of the covariance matrix for high dimensional data

Article ID Journal Published Year Pages File Type
1146156 Journal of Multivariate Analysis 2010 17 Pages PDF
Abstract

In this paper we propose a new test procedure for sphericity of the covariance matrix when the dimensionality, pp, exceeds that of the sample size, N=n+1N=n+1. Under the assumptions that (A) 0

Keywords
62H10Hypothesis testingHigh-dimensional data analysis
Related Topics
Physical Sciences and Engineering Mathematics Numerical Analysis
Preview
A new test for sphericity of the covariance matrix for high dimensional data
Authors
Thomas J. Fisher, Xiaoqian Sun, Colin M. Gallagher,
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Journal
Journal of Multivariate Analysis
Journal: Journal of Multivariate Analysis
Related Categories
62H10
Hypothesis testing
High-dimensional data analysis
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