Standard deviation
- Standard deviation tells us how spread the data distribution is around mean
Formula of Standard Deviation
As we can see, it is the square root of Variance
- AKA population standard deviation
- This is calculated using all the points from the distribution
- But we dont have all the points and we calculate from the sample dataset, which is called Estimated Standard Deviation
- Standard deviation is square-root of Variance