Consider X∼N(0,1)X \sim N(0, 1)X∼N(0,1). What is the distribution of Y=X2Y = X^2Y=X2?
Exponential(1/2)
Chi-squared with 1 degree of freedom
Gamma(1, 1)
Normal(0, 1)