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Question 3 [17 marks] The random variables X and Y are continuous, with joint pdf 0...
Consider the following joint PDF of continuous random variables X and Y: 22 – 2pxy + y2 2(1 - 02) where pe(-1,1). (a) Prove that fx,y(x, y) is a joint PDF function. (b) What is the marginal PDF of X? (c) Calculate E[XY] – E[X]E[Y]. (d) Prove that X and Y are independent if and only if p= 0 (e) Show that the conditional PDF of X, given Y = y is N(py, 1 – p2.
1. Suppose X and Y are continuous random variables with joint pdf f(x,y) 4(z-xy) if = 0 < x < 1 and 0 < y < 1, and zero otherwise. (a) Find E(XY) b) Find E(X-Y) (c) Find Var(X - Y) (d) What is E(Y)?
Let X and Y be continuous random variables with following joint pdf f(x, y): y 0<1 and 0<y< 1 0 otherwise f(x,y) = Using the distribution method, find the pdf of Z = XY.
Let X and Y be continuous random variables with joint pdf f(x,y) =fX (c(X + Y), 0 < y < x <1 otBerwise a. Find c. b. Find the joint pdf of S = Y and T = XY. c. Find the marginal pdf of T. 、
Let X and Y be continuous random variables with joint pdf fx y (x, y)-3x, 0 Sy and zero otherwise. 2. sx, a. What is the marginal pdf of X? b. What is the marginal pdf of Y? c. What is the expectation of X alone? d. What is the covariance of X and Y? e. What is the correlation of X and Y?
5.5.5 X and Y are random variables w the joint PDF X,Y (z, y) = 0 otherwise. (a) What is the marginal PDF fx()? (b) What is the marginal PDF fr(v)?
Let X and Y be random variables with joint PDF fx,y(x, y) = 2 for 0 < y < x < 1. Find Var(Y|X).
Let X and Y be continuous random variables with joint pdf fx,r (x, y)-3x, 0Sysx3s1, and zero otherwise. a. What is the marginal pdf of X? b. What is the marginal pdf of Y? c. What is the expectation of X alone? d. What is the covariance of X and Y? e. What is the correlation of X and Y?
1. Consider a pair of random variables (X, Y) with joint PDF fx,y(x, y) 0, otherwise. (a) 1 pt - Find the marginal PDF of X and the marginal PDF of Y. (b) 0.5 pt - Are X and Y independent? Why? (e) 0.5 pt - Compute the mean of X and the mean of Y.
8. Let X and Y be a random variable with joint continuous pdf: f(x,y)- 0< y <1 0, otherwise a. b. c. Find the marginal PDF of X and Y Find the E(X) and Var(X) Find the P(X> Y)