Feb. 6, 2024, 5:50 a.m. | Marcello Basili Luca Pratelli

stat.ML updates on arXiv.org arxiv.org

This paper introduces a novel concept of interval probability measures that enables the representation of imprecise probabilities, or uncertainty, in a natural and coherent manner. Within an algebra of sets, we introduce a notion of weak complementation denoted as $\psi$. The interval probability measure of an event $H$ is defined with respect to the set of indecisive eventualities $(\psi(H))^c$, which is included in the standard complement $H^c$.
We characterize a broad class of interval probability measures and define their properties. …

algebra concept event interval math.pr math.st natural notion novel paper probability representation stat.ml stat.th uncertainty

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