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Probability ma2040 problems solving
Typology: Exercises
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ECE 361 Homework 4 โ Solve any 5 of the 6 problems for FRIDAY FEBRUARY 7
1.) Random variables X and Y have the joint PMF
(^2) + ๐ฆ (^2) ) if ๐ฅ โ {1,2,4} and ๐ฆ โ {1,3} 0 otherwise
a.) What is the value of the constant c? b.) What is ๐(๐ < ๐)? c.) What is ๐(๐ > ๐)? d.) What is ๐(๐ = ๐)? e.) What is ๐(๐ = 3)? f.) Find the marginal PMFs ๐๐(๐ฅ) and ๐๐(๐ฆ) g.) Find the expectations ๐[๐], ๐[๐], ๐[๐๐] h.) Find the covariances var(๐), var(๐), var(๐ + ๐) i.) Let A denote the event ๐ โฅ ๐. Find ๐[๐|๐ด] and var(๐|๐ด)
2.) Suppose that X , Y , and Z are independent random variables such that each is equal to 0 with probability 0.5 and 1 with probability 0.
a.) Compute the conditional probability ๐[๐ + ๐ + ๐ = 1|๐ โ ๐ = 0] b.) Are the events {๐ = ๐}^ and {๐ = ๐}^ and {๐ = ๐} independent? Are they pairwise independent? Explain.
3.) Jill sends her resume to 1000 companies she finds on monster.com. Each company responds with probability 3/1000 (independent of what all other companies do). Let R be the number of companies that respond
a.) Compute ๐[๐ ] b.) Computer var(๐ ) c.) Use a Poisson random variable approximation to estimate the probability ๐[๐ = 3]
4.) The number of calls arriving at a Police Station follows a Poisson distribution with rate 4.6/hour.
a.) What is the probability that exactly six calls will come between 8:00 PM and 9:00 PM? b.) Find the probability that exactly seven calls will come between 9:00 PM and 10:30 PM.
5.) Let ๐(๐ฅ) = ๐๐ฅ^2 for ๐ฅ = 1,2,3. Determine the constant c so that function ๐(๐ฅ) satisfies the conditions of being a probability mass function.
6.) A stock market trader buys 100 shares of stock A and 200 shares of stock B. Let X and Y be the price changes of stock A and B, respectively, over a certain time period, and assume that the Joint PMF of X and Y is uniform over the set of integers x and y satisfying
โ2 โค ๐ฅ โค 4 โ1 โค ๐ฆ โ ๐ฅ โค 1
a.) Find the marginal PMFs and the means of X and Y b.) Find the mean of the traderโs profit