題組內容

5、(20%) Let the random variables X and Y have the joint p.d.f. f(x, y) = (2/θ²)exp(-(x+y)/θ), 0 < x < y < ∞, zero elsewhere. (Hint: $\Gamma(z) = \int_0^\infty t^{z-1} e^{-t} dt$, and $\Gamma(n) = (n-1)!$ for $n = 1, 2, \ldots, \Gamma(1) = 0! = 1$)

(b) \( (10\%) \) Show that \( \operatorname{E}(Y|\mathbf{x}) = x + \theta \). In accordance with the theory, the expected value of \( X + \theta \) is that of Y, namely, \( 3\theta / 2 \), and the variance of \( X + \theta \) is less than that of Y. Show the variance of \( X \) is in face \( 5\theta^2 / 4 \).