Variance : The variance $var(X)$ of a random variable $X$ is defined by $var(X)=E[(X-E[X])^2]=E[X^2]-E^2[X].$ The variance is the square of the standard deviation of a random variable and is a measure for how far outcomes of $X$ will typically deviate from the mean $E[X].$