The Rayleigh distribution has probability density function (a) It can be shown that E(X 2 ) =

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The Rayleigh distribution has probability density function

X -/20 f(x) = Le/28 x>0, 0<e<0

(a) It can be shown that E(X2) = 2θ. Use this information to construct an unbiased estimator for θ.

(b) Find the maximum likelihood estimator of θ. Compare your answer to part (a).

(c) Use the invariance property of the maximum likelihood estimator to find the maximum likelihood estimator of the median of the Raleigh distribution.

Distribution
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Applied Statistics And Probability For Engineers

ISBN: 9781118539712

6th Edition

Authors: Douglas C. Montgomery, George C. Runger

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