Ifconstitute a random sample from an infinite population with mean
and variance
, obtain
and
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You don't make it clear whether or not a derivation is required. So I will just refer you to a website that has the standard results which are the answers to your questions: Sampling distribution - Wikipedia, the free encyclopedia