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Which distribution comes up a lot in Bayesian statistics because it is a good model for one’s prior beliefs about a population proportion?

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Which distribution comes up a lot in Bayesian statistics because it is a good model for one’s prior beliefs about a population proportion?

(a) Bohr

(b) Discrete

(c) Alpha

(d) Beta

This question was addressed to me during an interview.

Question is from Distribution topic in chapter Distributions, Graphics & Neural Networks of R Programming

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Correct option is (d) Beta

Explanation: Beta distribution comes up a lot in Bayesian statistics because it is a good model for one’s prior beliefs about a population proportion.

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