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Beyond the Domain of Direct Observation: How to Specify a Probability Distribution that Represents the “State of Knowledge” About Uncertain Inputs

EngineeringUncertain DataUncertain ReasoningUncertainty FormalismUncertainty ModelingData ScienceUncertainty QuantificationUncertainty EstimationDirect ObservationProbabilistic ModelingUncertain SystemsStatisticsUncertain InputsUncertainty (Knowledge Representation)Probability TheoryUncertainty RepresentationProbability DistributionImprecise ProbabilityEpistemologyModel Uncertainty