Question

Show that beta distribution is natural conjugate of binomial distribution

Answer 1

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In this case, we say that the class of beta prior distributions is conjugate to the class of binomial (or geometric or negative binomial) likelihood functions. The posterior distribution is B(α + h, β + t) so that α (β) in the prior plays the role of the number of heads (tails) observed in the experiment.

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