If X is a random variable from a normal distribution with mean Î¼ and standard deviation Ï, its Z-score may be calculated from X by subtracting Î¼ and dividing by Ï. For the average of a sample from a population n in which the mean is Î¼ and the standard deviation is S, the standard error is S/ân:
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