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A Two-Sample Test for Equality of Means in High Dimension

We develop a test statistic for testing the equality of two population mean vectors in the “large-p-small-n” setting. Such a test must surmount the rank-deficiency of the sample covariance matrix, which breaks down the classic Hotelling T(2) test. The proposed procedure, called the generalized compo...

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Detalles Bibliográficos
Publicado en:J Am Stat Assoc
Main Authors: Gregory, Karl Bruce, Carroll, Raymond J., Baladandayuthapani, Veerabhadran, Lahiri, Soumendra N.
Formato: Artigo
Idioma:Inglês
Publicado: 2014
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Acceso en liña:https://ncbi.nlm.nih.gov/pmc/articles/PMC4533933/
https://ncbi.nlm.nih.gov/pubmed/26279594
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/01621459.2014.934826
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