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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Article number | e11833 |
Number of pages | 17 |
Journal | Canadian Journal of Statistics |
Volume | 52 |
Issue number | 4 |
Early online date | 21 Oct 2024 |
DOIs | |
Publication status | Published - Dec 2024 |
Keywords
- Hypothesis testing
- multiple hypothesis testing
- Bayes factor