The beta-binomial distribution is a discrete probability distribution that represents the number of successes in a fixed number of independent Bernoulli trials, where the success probability is not constant but follows a beta distribution. This allows for modeling situations where the underlying probability of success varies, incorporating prior beliefs about the parameter through its connection to prior and posterior distributions.
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