Population Variance

${\sigma }^2=E[(X-\mu {)}^2]$ where $\mu =E[X]$

• If we have equally likely $N$ data points, this is equivalent to: ${\sigma }^2=\frac{1}{N}{\sum }_{i=1}^n(X_i-\mu {)}^2$