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Suppose X has a Beta(theta,1) distribution. Then the most
powerful test of level alpha for testing the null hypothesis
theta=1 vs the alternative hypothesis theta=2 rejects the null
hypothesis when x>1-alpha and otherwise does not reject. Check
that this is the UMP test against the alternative hypothesis
theta>1
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