# Risk allocation through shapley decompositions, with applications to variable annuities

> Research article (Astin Bulletin, 2023) · cited 12× · AI/ML

**Wikidata**: [openalex:W4324052882](https://www.wikidata.org/wiki/openalex:W4324052882)  
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