Chapter 6: Q. 6.40 (page 273)
The joint probability mass function of X and Y is given by
Short Answer
(a) The conditional mass function of X:
(b) X and Y are not independent
(c) Corresponding probabilities,
Chapter 6: Q. 6.40 (page 273)
The joint probability mass function of X and Y is given by
(a) The conditional mass function of X:
(b) X and Y are not independent
(c) Corresponding probabilities,
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Get started for freeSuppose that W, the amount of moisture in the air on a given day, is a gamma random variable with parameters (t, β). That is, its density is f(w) = βe−βw(βw)t−1/(t), w > 0. Suppose also that given that W = w, the number of accidents during that day—call it N—has a Poisson distribution with mean w. Show that the conditional distribution of W given that N = n is the gamma distribution with parameters (t + n, β + 1)
Suppose that Xi, i = 1, 2, 3 are independent Poisson random variables with respective means λi, i = 1, 2, 3. Let X = X1 + X2 and Y = X2 + X3. The random vector X, Y is said to have a bivariate Poisson distribution. Find its joint probability mass function. That is, find P{X = n, Y = m}.
Consider independent trials, each of which results in outcome i, i = , with probability . Let N denote the number of trials needed to obtain an outcome that is not equal to , and let X be that outcome.
(a) Find
(b) Find
(c) Show that .
(d) Is it intuitive to you that N is independent of X?
(e) Is it intuitive to you that X is independent of N?
If X and Y are independent standard normal random variables, determine the joint density function of
Then use your result to show that has a Cauchy distribution.
Each throw of an unfair die lands on each of the odd numbers with probability C and on each of the even numbers with probability .
(a) Find C.
(b) Suppose that the die is tossed. Let X equal if the result is an even number, and let it be otherwise. Also, let Y equal if the result is a number greater than three and let it be otherwise. Find the joint probability mass function of X and Y. Suppose now that independent tosses of the die are made.
(c) Find the probability that each of the six outcomes occurs exactly twice.
(d) Find the probability that of the outcomes are either one or two, are either three or four, and are either five or six.
(e) Find the probability that at least of the tosses land on even numbers.
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