Variance and Standard Deviation

Definition

The variance of a series of numbers is the mean of all the squares of the differences between each number and the mean of all the numbers.

The standard deviation of a series of numbers is the square root of their variance.

The estimated standard deviation and estimated variance of a series of numbers are the best guesses for those measures when only a sample of the entire population of numbers is used as a proxy for all of them.

How are they used?

The arithmetic mean (or simply mean) of a series of numbers is the average of the numbers as we normally understand it. If we have the following five numbers:

52, 53, 57, 58, 60

then their mean is:

The mean is useful, because it gives us an idea of the how ...

Get Key Financial Market Concepts, 2nd Edition now with the O’Reilly learning platform.

O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.