Definitions
Let us start with the definitions
- Variance
- (value - mean)2 for a point on a distribution
- Standard Deviation
- Is the square root of variance
- A measure of the dispersion of possible outcomes
- E.g. the root mean square of variances of a probability distribution
But that probably doesn't help a lot
- So, I will try to explain