Let X∼N(0,1)X \sim N(0, 1)X∼N(0,1). What is the distribution of Y=X2Y = X^2Y=X2?
Chi-squared with 1 degree of freedom.
Exponential with λ=0.5\lambda = 0.5λ=0.5.
Standard Normal.
Gamma distribution.