Suppose that we wish to test the hypotheses (9.8.1). Let

Chapter 9, Problem 5

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Suppose that we wish to test the hypotheses (9.8.1). Let the loss function have the form of (9.8.2). a. Prove that the posterior probability of = 0 is 0f0(x)/[0f0(x) + 1f1(x)]. b. Prove that a test that minimizes r() also minimizes the posterior expected value of the loss given X = x for all x. c. Prove that the following test is one of the tests described in part (b): reject H0 if Pr(H0 true|x) w1/(w0 + w1

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