mlsanityData to 14 Oct 2026

On Accuracy and Coherence with Infinite Opinion Sets

arXiv 2007.14490 ↗First posted 28 Jul 2020math.ST cs.AI stat.THcited by 1

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Abstract (arXiv)

There is a well-known equivalence between avoiding accuracy dominance and having probabilistically coherent credences (see, e.g., de Finetti 1974, Joyce 2009, Predd et al. 2009, Schervish et al. 2009, Pettigrew 2016). However, this equivalence has been established only when the set of propositions on which credence functions are defined is finite. In this paper, we establish connections between accuracy dominance and coherence when credence functions are defined on an infinite set of propositions. In particular, we establish the necessary results to extend the classic accuracy argument for probabilism originally due to Joyce (1998) to certain classes of infinite sets of propositions including countably infinite partitions.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 28 Jul 2020.

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