Chi-Square and Standard Normal Theorem

Theorem

([@Ost20] Definition 7.4.1.) Let $X\sim \mathcal{N}(0,1)$ be a standard normal random variable and let $Y=X^2$. Then $Y$ is a chi-square random variable with one degree of freedom.

References

D. Ostwald - The general linear model 20_21