posterior probability Syllabification: (pos·te·ri·or prob·a·bil·i·ty)Definition of posterior probability noun the statistical probability that a hypothesis is true calculated in the light of relevant observations. Compare with prior probability.posterior probability in other Oxford dictionaries Definition of posterior probability in the British & World English dictionary