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An adaptive test for the mean vector in large-[formula omitted]-small-[formula omitted] problems.

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First Author : Shen, Yanfeng

Date of Publication : 2015-01-01

Journal : Computational Statistics & Data Analysis

Affiliation of Author(s) : 数理与信息工程学院

Document Type : 期刊

Volume : Vol.89

Page Number : 25-38

ISSN : 0167-9473

Key Words : High-dimensional;data;Hypothesis;testing;Power;Testing;mean;vector;Variable;selection

Abstract : The problem of testing the mean vector in a high-dimensional setting is considered. Up to date, most high-dimensional tests for the mean vector only make use of the marginal information from the variables, and do not incorporate the correlation informatio

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