(f) Find the conditional pmf of X given Z. Identify this conditional distribution as a distribution known in class, and give
the explicit parameters for the known distribution.
(g) Find the conditional expectation of X given Z.
(f) Find the conditional pmf of X given Z. Identify this conditional distribution as a distributi...
Suppose that X and Y have joint pmf px yx,y) fxy-/39 for x 1,2 and y 2,3 0elsewhere). a) Determine the marginal pmfs px(x) and py(y) b) Determine the conditional pmf of px(xly). c) Are X and Y independent? Give a clear determination using probability formulas.
you have two random variables, X and Y with joint distribution given by the following table: Y=0 | .4 .2 4+.26. So, for example, the probability that Y 0, X - 0 is 4, and the probability that Y (a) Find the marginal distributions (pmfs) of X and Y, denoted f(x),f(r). (b) Find the conditional distribution (pmf) of Y give X, denoted f(Y|X). (c) Find the expected values of X and Y, E(X), E(Y). (d) Find the variances of X...
1. Suppose you have two random variables, X and Y with joint distribution given by the following tables So, for example, the probability that Y o,x - 0 is 4, and the probability that Y (a) Find the marginal distributions (pmfs) of X and Y, denoted f(x),J(Y). (b) Find the conditional distribution (pmf) of Y give X, denoted f(YX). (c) Find the expected values of X and Y, EX), E(Y). (d) Find the variances of X and Y, Var(X),Var(Y). (e)...
(20 points) Consider the following joint distribution of X and Y ㄨㄧㄚ 0 0.1 0.2 1 0.3 0.4 (a) Find the marginal distributions of X and Y. (i.e., Px(x) and Py()) (b) Find the conditional distribution of X given Y-0. (i.e., Pxjy (xY-0)) (c) Compute EXIY-01 and Var(X)Y = 0). (d) Find the covariance between X and Y. (i.e., Cov(X, Y)) (e) Are X and Y independent? Justify your answer. (20 points) Consider the following joint distribution of X and...
Please answer all the questions and with the given hint. Thanks 2. An ad hoc committee of three is selected randomly from a pool of 10 students consisting of 3 seniors, 3 juniors, 2 sophomores and 2 freshmen students. Let X be the number of seniors and Y be the number of juniors selected. The joint pmf of (X,Y) is, (*)(3)(3-6-v. px,y(x,y) = \* -2-y!, for x = 0,1,2,3, and y = 0,1,2,3 such that I +y < 3 =...
Let Liz-1 eforthe conditional distribution f PrivenX)--Pr(z-2 I. Solve for the conditional distribution of Z given X-x. ll. If X -4 what is your best guess for the value of Z? Why? III. If our Null Hypothesis is that X~N(2,4), construct a test statistic for testing this hypothesis vs. the Alternative Hypothesis that X N(4,8). IV. How would you calculate the p-value if X--4? Would you reject the Null Hypothesis? Why? Let Liz-1 eforthe conditional distribution f PrivenX)--Pr(z-2 I. Solve...
1. Show that X and Y are independent if and only if the conditional distribution of X given Y = y is the same as the marginal distribution of X for all y. When X and Y are independent show that E(X Y = y) = EX.
4. Let X denote the number eggs hatched out of Y eggs laid by a particular parasite. The joint pmf of (X, Y) is given by A(1-0) e ,for x 0, 1, 2,.., y , and y = 0,1,2, .,00 Px,y (x, y)= 1 -6 = 0, otherwise where A> 0 and 0< 0<1 are unknown constants. (a) Find the marginal pmfs of X and Y. Are X and Y independent? (b) Find the conditional pmf of X|Y = y...
Let X and Y be independent rv’s with pmf Pois(λ1) and Pois(λ2), respectively. (a) Find the distribution of Z = X + Y . (b) Find the distribution of X|X + Y . (c)If X∼Pois(λ1) and Y|X=x∼Bin(x,p). Find the distribution of Y. Let X and Y be independent rv's with pmf Pois(11) and Pois(12), respectively. (a) Find the distribution of Z= X+Y. (b) Find the distribution of X|X +Y. (c) If X ~ Pois(11) and Y|X = x ~ Bin(x,p)....
2. (30 pts) Let X and Y be independent rv's with pmf Pois(41) and Pois(12), respectively. (a) Find the distribution of Z = X +Y. (b) Find the distribution of X X +Y. (c) If X ~ Pois(11) and Y|X = x ~ Bin(x,p). Find the distribution of Y.