If X , X , , X are independent random variables having identical exponential distributions with parameter , show that the density function of the

If X , X , …, X are independent random variables having identical exponential distributions with parameter θ, show that the density function of the random variable Y = X +X +⋯+X is that of a gamma distribution with parameters α = n and β = θ.

1 2 n 1 2 n