Assume y binomial (0, n = = 10). Suppose that y = 1 was observed. Consider the following priors for 0: (i) U(0, 1); (ii) Beta(1,5); and (iii) Beta(10, 10). Are these priors conjugate? What are the corresponding posteriors? (no need to provide detail derivations)

A First Course in Probability (10th Edition)
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ISBN:9780134753119
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Chapter1: Combinatorial Analysis
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Problem 2: Answer the following short questions and provide a brief justification for
each question.
(a) Assume y~ binomial (0, n = 10). Suppose that y = 1 was observed. Consider
the following priors for 0: (i) U(0,1); (ii) Beta(1,5); and (iii) Beta(10, 10).
Are these priors conjugate?
(b) What are the corresponding posteriors? (no need to provide detail derivations)
(c) Which prior is the most informative and which prior is the least informative?
Transcribed Image Text:Problem 2: Answer the following short questions and provide a brief justification for each question. (a) Assume y~ binomial (0, n = 10). Suppose that y = 1 was observed. Consider the following priors for 0: (i) U(0,1); (ii) Beta(1,5); and (iii) Beta(10, 10). Are these priors conjugate? (b) What are the corresponding posteriors? (no need to provide detail derivations) (c) Which prior is the most informative and which prior is the least informative?
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