For testing the null hypothesis that X1,...,Xn are i.i.d. from a normal distribution with unknown mean

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For testing the null hypothesis that X1,...,Xn are i.i.d. from a normal distribution with unknown mean µ and unknown variance σ2, show that the null distribution of (14.13) does not depend on (µ, σ) (but it does depend on n). Describe a simulation method to approximate this null distribution. How can you construct a test that is exact level α = 0.05 based on simulation? Generalize this problem to testing a general location-scale family.

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Testing Statistical Hypotheses

ISBN: 9781441931788

3rd Edition

Authors: Erich L. Lehmann, Joseph P. Romano

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