Sampling distributions are the bridge from summary and display of a random sample to inference about the population from which the sample was taken, so instructors in introductory statistics courses devote much time and effort to helping students understand them. Instruction usually focuses on the most important of sampling distributions, the sampling distribution of the mean, and its special case, the sampling distribution of the proportion. As preparation for statistical inference, students learn three properties of the sampling distribution of the mean: