Example 15: Let X and Y be continuous random variables with a joint density function f (x, y) = e, 0
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- • Find the density of Z = (X+ Y)2, where X and Y are independent uniform random variables over (-1, +1).Suppose that X and Y are statistically independent and identically distributed uniform random variables on (0,1). (a) Write down the joint probability density function fxy(x,y) of X and Y on its support. (b) The expression for the joint probability density function of the transformed random variables U = 6 X + Y and V = 6 X + 2 Y on its support is: fulu,v) = A u® (C v + D)E Which values of the constants A, B, C, D, E are correct (in the same order as they appear here)? O 1, 2, 3, 4, 5 O 1/6, 1, 1.00, 1, -2 о 1/6, 1, 1.00, 1, 2 О 6, 1, 1.00, 1, -2 O 17,0,0, 1, 1 none of these answers is correct.1) The joint probabílity densíty functlon of the X and y random variables, cp fx,y (xiy)= cx,0Let X and Y be independent normally distributed random variables with mean zero and variances og = 1 and of = 4. (a) Write the joint probability density function fx.y (r, y). • (b) Define new random variables U = aX + Y and V = X – Y, where a + -1 is a real number. Find the absolute value of the Jacobian of transform from X, Y to U, V. (c) Find the joint probability density function for U and V. Find a for which U and V are independent random variables. Write down fu,v (u, v) for this a in the answer.Let (X, Y) be bivariate random variables having joint probability density function as f(x) = {;x +y) 0sx<2,0s ys2 otherwise Find the following: () The correlation coefficient between X and Y. (#)E(X"Y*)If X is continuous random variable then the first moment about the origin is defined to be E (X) = Jxf(x)dx ylgn ihiSuppose that X and Y are statistically independent and identically distributed uniform random variables on (0,1). (a) Write down the joint probability density function fx,y(x,y) of X and Y on its support. Answer: (b) The expression for the joint probability density function of the transformed random variables U = 10 X + Y and V = 6 X + 2Y on its support is: fu,v(u,v) = A B (Cv+ D)E Which values of the constants A, B, C, D, E are correct (in the same order as they appear here)? O 17,0,0, 1, 1 O 1/6, 1, 1.67, 1, -2 O 2, 4, 6, 8, 10 O 1/6, 1, 1.67, 1, 2 O none of these answers is correct. O 6, 1, 1.67, 1, -2Let (X,Y) be bivariate random variables having joint probability density function as x) = ;(x + y) 0sx< 2,0 < y s 2 otherwise Find the following: (i) The correlation coefficient between X and Y. (ii)E (X"Y$)Let X and Y be random variables with joint density function, f(x, y) = e-, 0. If Z = X + 2Y and W = X. Which of the following is true? (A). The joint PDF of W and Z is e-w, and W and Z are independent (B.) The joint PDF of W and Z is e-w, and W and Z are independent (C) The joint PDF of W and Z is te-", and W and Z are dependent (D.) The joint PDF of W and Z is e-w, and W and Z are dependent В O A осSuppose that X and Y are statistically independent and identically distributed uniform random variables on (0,1). (a) Write down the joint probability density function fxy(x,y) of X and Y on its support. Answer: 1 (b) The expression for the joint probability density function of the transformed random variables U=5 X + Y and V=8X+2 Y on its support is: fu,v(u, v)=A³ (Cv+ D) E Which values of the constants A, B, C, D, E are correct (in the same order as they appear here)? O 17,0,0, 1, 1 O 2, 4, 6, 8, 10 O 8, 1, 0.63, 1, -2 O none of these answers is correct. O 1/8, 1, 0.63, 1, 2 O 1/8, 1, 0.63, 1, -2Show that if a random variable has a uniform density with parameters α and β, the probability that it will take on a value less than α+p(β-α) is equal to p.Show Cov(X, Y)SEE MORE QUESTIONS