Probability theory has been traditionally used to characterize both types of uncertainty. E.g. aleatory uncertainty can be best dealt with using the frequentist approach associated with traditional probability theory. However, probability theory is not capable of completely capturing epistemic uncertainty. The traditional method was called Bayesian Probability. In this method, it is necessary t...

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