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Consider a two-sided hypothesis test on the mean of a normal population with variance of 25 and hypothesized value μ0 = 10 at α=0.05, if sample mean of a random sample of size 9 turns out to be 8.5, then the P-value is 2(1 - Φ(0.9) ).
To obtain maximum likelihood estimator of an unknown parameter, one has to take derivative of natural logarithm of the likelihood function.
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