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Sampling Distribution
Frequentist inference thus requires knowledge
of the sampling distribution for the estimate of treatment
effect
•Sampling
distribution under the null
–Necessary
and sufficient to have the correct size test
•Sampling
distribution under alternatives
–Necessary
to compute
•power
of tests
•confidence
intervals
•optimality
of estimators