The only admissible way of merging arbitrary <i>e</i>-values

Abstract In this paper it is proved that the only admissible way of merging arbitrary $ e $-values is to use a weighted arithmetic average. This result completes the picture of merging methods for arbitrary $ e $-values and generalizes the result of Vovk &amp; Wang (2021) that the only admissible way of symmetrically merging $ e $-values is to use the arithmetic average combined with a constant. Although the proved statement is naturally anticipated, its proof relies on a sophisticated application of optimal transport duality and a minimax theorem.

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Publication Details

Journal
Biometrika
Published
2025-01-01
DOI
https://doi.org/10.1093/biomet/asaf020
Citations
4
Primary Topic
Mathematical Approximation and Integration
Type
article
Field-Weighted Citation Impact
10.51
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article

The only admissible way of merging arbitrary e-values

Ruodu Wang
4 citations
Biometrika
Mathematical Approximation and Integration
10.51
article

The only admissible way of merging arbitrary e-values

Ruodu Wang
article en
4 citations

Abstract

Abstract In this paper it is proved that the only admissible way of merging arbitrary $ e $-values is to use a weighted arithmetic average. This result completes the picture of merging methods for arbitrary $ e $-values and generalizes the result of Vovk &amp; Wang (2021) that the only admissible way of symmetrically merging $ e $-values is to use the arithmetic average combined with a constant. Although the proved statement is naturally anticipated, its proof relies on a sophisticated application of optimal transport duality and a minimax theorem.

BiometrikaVol. 112(2)
University of Waterloo (CA), Actua (CA)
Openalex Percentile: Top 2%
Mathematical Approximation and Integration
10.51
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