Mean and variance of chi-squared random variables (2019-01-29)
The chi-squared distribution with degree of freedom is defined as the following random variable 's distribution: where is a sequence of independent standard normal random variables.
It is simple to prove that (1) 's mean is and (2) 's variance is ; for (1),
For (2), where is the kurtosis of .
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