Let X1, . . . , Xn be conditionally i.i.d. with the uniform distribution on the interval

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Let X1, . . . , Xn be conditionally i.i.d. with the uniform distribution on the interval [0, θ]. Let Yn = max{X1, . . . , Xn}.
a. Find the p.d.f. and the quantile function of Yn/θ.
b. Yn is often used as an estimator of θ even though it has bias. Compute the bias of Yn as an estimator of θ.
c. Prove that Yn/θ is a pivotal.
d. Find a confidence interval for θ with coefficient γ.
Distribution
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Probability And Statistics

ISBN: 9780321500465

4th Edition

Authors: Morris H. DeGroot, Mark J. Schervish

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