Test-statistic correlation and data-row correlation

Stat Probab Lett. 2020 Dec:167:108903. doi: 10.1016/j.spl.2020.108903. Epub 2020 Aug 14.

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.

Keywords: bivariate normal; test-statistic correlation; two-sample t-test.