Question: When constructing a confidence interval for ???? when ???? is known, we assume that we have a simple random sample, that ???? is known, and

When constructing a confidence interval for ???? when ???? is known, we assume that we have a simple random sample, that ????

is known, and that either the sample size is large or the population is approximately normal. Why is it necessary for these assumptions to be met?

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