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Test-statistic correlation and data-row correlation.


ABSTRACT: When a statistical test is repeatedly applied to rows of a data matrix, correlations among data rows will give rise to correlations among corresponding test statistics. We investigate the relationship between test-statistic correlation and data-row correlation and discuss its implications.

SUBMITTER: Zhuo B 

PROVIDER: S-EPMC7723344 | biostudies-literature | 2020 Dec

REPOSITORIES: biostudies-literature

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Test-statistic correlation and data-row correlation.

Zhuo Bin B   Jiang Duo D   Di Yanming Y  

Statistics & probability letters 20200814


When a statistical test is repeatedly applied to rows of a data matrix, correlations among data rows will give rise to correlations among corresponding test statistics. We investigate the relationship between test-statistic correlation and data-row correlation and discuss its implications. ...[more]

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