A new Bayes-motivated quadratic-form statistic for high-dimensional two-sample mean testing achieves asymptotic normality and competitive performance against existing methods under linear dimension growth.
Journal of the American Sta tistical Association 113(524), 1733–1741 (2018)
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A Bayes-Motivated Quadratic-Form Test for High-Dimensional Mean Testing
A new Bayes-motivated quadratic-form statistic for high-dimensional two-sample mean testing achieves asymptotic normality and competitive performance against existing methods under linear dimension growth.