Figure 5.13: Figure 5.11 A Sampling Distribution of the Mean By the central limit theorem, (a) the sampling distribution of the mean is normally distributed, (b) the midpoint of a sampling distribution of the mean is the mean of the population from which the samples are drawn, and (c) the standard deviation of the sampling distribution of the mean is the standard error of the mean (σM).