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For any population X with expected value and standard deviation , the sampling distribution of will be approximately normal if the sample size n is

For any populationXwith expected valueand standard deviation , the sampling distribution of will be approximately normal if the sample sizenis sufficiently small. As a general guideline, the normal distribution approximation is justified whenn< 30:

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