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First Author : Shen, Yanfeng

Date of Publication : 2014-01-01

Journal : Communications in Statistics: Theory and Methods

Affiliation of Author(s) : 数理与信息工程学院

Document Type : 期刊

Volume : Vol.43

Issue : No.2

Page Number : 291-305

ISSN : 0361-0926;1532-415X

Key Words : Asymptotic;normality;High;dimension;Hypothesis;testing;Multiple-sample;problem;Primary;62H15;Secondary;62F05;Variable;selection

Abstract : In this article, we consider the problem of testing the hypothesis on mean vectors in multiple-sample problem when the number of observations is smaller than the number of variables. First we propose an independence rule test (IRT) to deal with high-dimen

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