The sampling distribution and Central Limit Theorem are the cornerstones of Statistics. Yet they are the hardest concepts for students to grasp. This booklet explains these concepts "In Plain English"(tm) so that they are easy to understand. Several examples are included for clarity.The sampling distribution is the distribution of all the possible means of all the possible samples of size n that can be taken from a population of size N. Brooks goes...