# Variance

Variance is roughly the average squared deviation from the mean.

$$s^2=\frac{\sum_{i=1}^{n}(x_i-\bar{x})^2}{n-1}$$

We use the squared deviation to get rid of negatives, so that observations equally distant from the mean are weighted equally, and to weigh larger deviations more heavily.