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Distribution of the sample mean ï¬ ï¬ ï¬ If the sample size is large enough, say larger than 30, the histogram of the sample means is very close to a Normal distribution. The mean of the sample means equals to the population mean. The standard deviation of the sample means equals to the population standard deviation divided by the squared root of n. 8