We will work on learing this formula from the inside out. Consider the expression below:
This is the sum of the difference between each individual data item and the mean of the whole set of data items.
The next stage is to look at the quantity:
This is the average of the squared distance of the
mean from any given data item. This is called the
variance. It is denoted by the sigma
squared symbol as below: