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A generalization of comparative probability on finite sets
Authors:P.C Fishburn
Affiliation:Bell Laboratories, Murray Hill, New Jersey 07974 USA
Abstract:Let ? be a binary relation on a finite algebra A of events A, B,…, where A ? B is interpreted as “A is more probable than B.” Conventional subjective probability is concerned with the existence of a probability measure P on A that agrees with ? in the sense that A ? B ? P(A) > P(B). Because evidence suggests that some people's comparative probability judgments do not admit an agreeing probability measure, this paper explores a more flexible scheme for representing ? numerically. The new representation has A ? B ? p(A, B) > 0, where p is a monotonic and normalized skew-symmetric function on A × A that replaces P's additivity by a conditional additivity property. Conditional additivity says that p(A ? B, C) + p(?, C) = p(A, C) + p(B, C) whenever A and B are disjoint. The paper examines consequences of this representation, presents examples of ? that it accommodates but which violate the conventional representation, formulates axioms for ? on A that are necessary and sufficient for the representation, and discusses specializations in which p in separable in its arguments.
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