Show that for any two random variables X and Y, Ha.x aț4x +bịly and σ2X+bY+c ang...
proof that Question 2: Let X and Y be any two random variables and let a and b be any two real numbers. Show that Var(aX +bY) = a? Var(X) + b2 Var(Y) + 2 abCov(X,Y).
X and Y are random variables (a) Show that E(X)=E(B(X|Y)). (b) If P((X x, Y ) P((X x})P({Y y)) then show that E(XY) = E(X)E(Y), i.e. if two random variables are independent, then show that they are uncorrelated. Is the reverse true? Prove or disprove (c) The moment generating function of a random variable Z is defined as ΨΖφ : Eez) Now if X and Y are independent random variables then show that Also, if ΨΧ(t)-(λ- (d) Show the conditional...
33. Let X and Y be independent exponential random variables with respective rates λ and μ. (a) Argue that, conditional on X> Y, the random variables min(X, Y) and X -Y are independent. (b) Use part (a) to conclude that for any positive constant c E[min(X, Y)IX > Y + c] = E[min(X, Y)|X > Y] = E[min(X, Y)] = λ+p (c) Give a verbal explanation of why min(X, Y) and X - Y are (unconditionally) independent. 33. Let X...
please help me! thanks 3, (20%) Prove that if any two of the three random variables X, Y, and Z are independent, I(X; Y) I(X; Y1Z) holds. 3, (20%) Prove that if any two of the three random variables X, Y, and Z are independent, I(X; Y) I(X; Y1Z) holds.
4. Suppose X and Y are two random variables with means ji and 42, respectively. (a) Find E(-X). (b) Find EaX + bY + c), where a, b, and care constants. (c) Show that VaraY) = a'Var(Y).
Let X and Y be two random variables with the joint probability density function: f(x,y) = cxy, for 0 < x < 3 and 0 < y < x a) Determine the value of the constant c such that the expression above is valid. b) Find the marginal density functions for X and Y. c) Are X and Y independent random variables? d) Find E[X].
9. Let X and Y be two random variables. Suppose that σ = 4, and σ -9. If we know that the two random variables Z-2X?Y and W = X + Y are independent, find Cov(X, Y) and ρ(X,Y). 10. Let X and Y be bivariate normal random variables with parameters μェー0, σ, 1,Hy- 1, ơv = 2, and ρ = _ .5. Find P(X + 2Y < 3) . Find Cov(X-Y, X + 2Y) 11. Let X and Y...
Consider the joint PDF of two random variables X and Y below. fx.y (x y) = 1, if 0 < x < 1, and 0 y< 1, and fxx (г, у) Oif andy are outside of that square. So, basically, the joint PDF is a constant over the unit square Let W X+Y. Suppose we express the CDF of W in the usual double integral form h Fw(W) 2 dy dx g where w-0.4 is a given value at which...
Let X and Y be two independent random variables. Show that Cov (X, XY) = E(Y) Var(X).
The joint pdf fr (x)) of two random variables X and Y is given by fo (x,y)=cx2y for x +y s1. Determi use them to determine whether or not the two random variables are statistically independent. ne the constant c. Determine the marginal pdfs "Ax) and f, (y) and