Bayesian Estimation

**aadbaluyot** · January 11th 2009, 06:43 PM

Hi, can you please see the attachment..Thanks!

**mr fantastic** · January 12th 2009, 03:57 AM

Originally Posted by aadbaluyot

Hi, can you please see the attachment..Thanks!

Please stop attaching word documents and start typing the questions out.

I assume you know how to get the prior probability (the sample of 50 is assumed to come from a large population so that the Binomial distribution can be used etc.).

For convenience, let A be the event 3 items in the sample are non-defective. $\Pr(D)$ is the prior probability and $\Pr(D \, | \, A)$ is the posterior probability. Then:

$\Pr(D \, | \, A) = \frac{\Pr(D \cap A)}{\Pr(A)} = \frac{\Pr(A \, | \, D) \cdot \Pr(D)}{\Pr(A)}$

$\Pr(A) = (0.95)^3$

$\Pr(A \, | \, D) = \frac{{50 - D \choose 3} \cdot {D \choose 0}}{{50 \choose 3}} = \frac{{50 - D \choose 3}}{{50 \choose 3}}$

$\Pr(D)$ is already got.

Now substitute $\Pr(D)$ , $\Pr(A \, | \, D)$ and $\Pr(A)$ into $\frac{\Pr(A \, | \, D) \cdot \Pr(D)}{\Pr(A)}$ and simplify.

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