论文标题

具有独立和顺序的电子价值的真实和错误发现

True and false discoveries with independent and sequential e-values

论文作者

Vovk, Vladimir, Wang, Ruodu

论文摘要

在本文中,我们在多个假设检验的背景下使用电子价值,假设基本测试会产生独立或顺序的电子价值。我们的仿真和经验研究和理论考虑表明,在此假设下,我们的新算法优于使用独立的P值的已知算法,而不是我们在没有独立性假设的情况下设计用于电子价值的最新算法。

In this paper we use e-values in the context of multiple hypothesis testing assuming that the base tests produce independent, or sequential, e-values. Our simulation and empirical studies and theoretical considerations suggest that, under this assumption, our new algorithms are superior to the known algorithms using independent p-values and to our recent algorithms designed for e-values without the assumption of independence.

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