Let X∼Normal(0,1)X \sim \text{Normal}(0, 1)X∼Normal(0,1). What is the distribution of Y=X2Y = X^2Y=X2?
Exponential(1/2)
Chi-squared(1)
Gamma(1/2, 2)
Normal(0, 1)