Survival times have the exponential distribution with pdf (x; ) = e x for x 0,

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Survival times have the exponential distribution with pdf ƒ(x; λ) = λe –λx for x ≥  0, where λ > 0 is unknown. However, we wish to estimate the mean μ = 1/λ based on the random sample X1, X2, …, Xn, so let’s re-express the pdf in the form (1/μ)e–x/μ.
a. Find the information in a single observation and the Cramér–Rao lower bound.
b. Determine the mle of μ.
c. Find the mean and variance of the mle.
d. Is the mle an efficient estimator? Explain.

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Modern Mathematical Statistics With Applications

ISBN: 9783030551551

3rd Edition

Authors: Jay L. Devore, Kenneth N. Berk, Matthew A. Carlton

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