Unbiasedness Identity for Sample Variance Statistic

Example

With $S^2=\frac{1}{n-1}{\sum }_{i=1}^n(x_i-\overline{x}{)}^2$. $E[S^2]={\sigma }^2⟹S^2$ is unbiased for $q^2$