Introduction to Bayesian Statistics and Posterior Probability Posterior probability, which is an integral component of Bayesian statistics, represents the revised or updated likelihood of a hypothesis, event, or belief in light of new information. The posterior probability calculation is based on Bayes’ theorem, which enables the incorporation of prior knowledge
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