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Imprecise Probability

Imprecise probability is a generalization of standard probability theory that represents epistemic uncertainty through sets of probability measures, called credal sets, rather than a single precise distribution. Introduced systematically by Peter Walley in his 1991 monograph, the framework characterizes beliefs via lower and upper probabilities (or previsions), bracketing the range of plausible probability assignments when available information is insufficient to determine a unique measure.

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Imprecise Probability (Lower-Upper Probabilities)

Taksonomski zapis metode · bayesian / soft-computing

Walley, P. (1991). Statistical Reasoning with Imprecise Probabilities. Chapman & Hall. · ISBN 978-0-412-28660-5

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Same method familyBayesian Inferencemachine-suggested · Relational suggestion, not evidence.Used in the same domainDempster-Shafer Theorymachine-suggested · Relational suggestion, not evidence.Often confused withPossibility Theorymachine-suggested · Relational suggestion, not evidence.