Central limit theorem

The central limit theorem states that when you average sets of numbers, the distribution of the sets will tend towards a normal distribution. It is particularly useful in building control charts where averaging subgroups enables control limits to be better defined and improves the value of the chart.

A simple example of how the central limit theorem works is in the distribution of scores from increasing numbers of dice throws, as below.