Abstract
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 recent algorithms designed for e-values without the assumption of independence.
Original language | English |
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Journal | Canadian Journal of Statistics |
Publication status | Accepted/In press - 13 Aug 2024 |
Keywords
- Hypothesis testing
- multiple hypothesis testing
- Bayes factor