Exercise 3.14 - Posterior predictive for Dirichlet-multinomial

Answers

For question (a). In this concrete case we have K = 27 , N = 2 , 000 , any component of α be 10 , and N e old = 260 . To derive p ( x 2001 = e | 𝒟 ) , we resort to the deduction in Exercise 3.13:

p ( x 2001 = e | 𝒟 ) = 10 + 260 10 × 27 + 2000 0.1189 .

For question (b), the independence between characters is still ignored, bringing no significant change to the computation:

p ( x 2001 = p , x 2002 = a | 𝒟 ) = 10 + 87 2270 10 + 100 2270 0.0021 .

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2021-03-24 13:42
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