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Test Whether The Two Population Covariance Matrices Are Proportional

Posted on:2012-06-14Degree:MasterType:Thesis
Country:ChinaCandidate:S K BaoFull Text:PDF
GTID:2210330368496250Subject:Probability theory and mathematical statistics
Abstract/Summary:PDF Full Text Request
The rapid development and wide application of computer techniques permits to col-lect and store a huge amount data,where the number of measured variables is usuallylarge.But in high-dimensional case,many classical estimators and testing statistics be-have badly.For example,these estimators may significantly overestimate true parametersor the type I errors may tend to 1.These problems can not be accepted in statisticalresearches.Therefore,we have to establish the high dimensional properties of some clas-sical statistics.It is often-used to test whether the two population covariance matrices areproportional.So the purpose of this paper is to obtNn the high-dimensional properties ofthe statistics of the testing problem....
Keywords/Search Tags:test statistic, sample covariance matrix, empirical spectral distribution, limit distribution, limiting spectral distribution, F-matrix
PDF Full Text Request
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