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 & 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.
Authors
- Ruodu Wang (ORCID: https://orcid.org/0000-0003-3849-4555)
Institutions
- University of Waterloo (CA)
- Actua (CA)
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