Chi-squared distribution

The distribution of the sum of squares of k independent standard normal random variables, parameterized by k degrees of freedom. It has mean k and variance 2k, is non-negative and right-skewed. It underlies chi-squared goodness-of-fit and independence tests, and is used in inference about population variances.