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Material Type: Exam; Professor: Valko; Class: Introduction to the Theory of Probability; Subject: MATHEMATICS; University: University of Wisconsin - Madison; Term: Spring 2009;
Typology: Exams
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: 1 ≤ ai ≤ 32 , ai 6 = aj if i 6 = j
If we also number the pairs (i.e. there is a first pair, a second pair... ) then we could count the number of possible outcomes with the multinomial
2 , 2 ,..., 2
= 32! 216. If we do not care about the ordering of the pairs then we have to divide this with 16! (the number of ways we can order 16 pairs). So the size of the state space is 216 32!(16!). (You can also use the state space with the ordered pairs, but then you have to modify the solutions for part (b) and (c) accordingly.) (b) (12 points) What is the probability that each boy will be the lab partner of a girl? Suppose that we number the boys from 1 to 16. The first can choose out of the 16 girls, after that the second one can choose one out of the remaining 15 and so on. This means that there are 16! possible boy-girl pairings. (Another solution: if we number the boys from 1 to 16 then if we assign the girls then this will produce a permutation of the girls.) Since each outcome is equally likely, the probability is
16! 32! 216 (16!)
(c) (12 points) What is the probability that each girl will be the lab partner of a girl? Copying the solution of part (a) there are 28 16!(8!) ways we can make 8 girl-girl pairs. Similarly, there are 28 16!(8!) ways we can pair the remaining boys which means that the probability is
( 28 16!(8!) )^2 32! 216 (16!)
(a) (12 points) Compute the probability of getting red for the first die throw. Let An be the event that we get red for the nth^ throw and B the event that we chose the first die. Then
P(A 1 ) = P(A 1 |B)P(B) + P(A 1 |Bc)P(Bc) =^4 6
(b) (15 points) Given that the first two throws resulted in red, what is the probability that we chose the first die? We need to compute P(B|A 1 A 2 ) = P(BA^1 A^2 ) P(A 1 A 2 )
The numerator can be computed using
while the denominator is
P(A 1 A 2 ) = P(A 1 A 2 |B)P(B) + P(A 1 A 2 |Bc)P(Bc) =
which gives P(B|A 1 A 2 ) =
(a) (12 points) Find an expression for the event that exactly one of these three events will occur. (Note: your answer should be an event, not a number!) If only A occurs then the other two must not occur and the event is ABcCc. Similarly, if only B occurs then the event is AcBCc^ and if only C occurs then it is AcBcC. The event in question is the (disjoint) union of these: ABcCc^ ∪ AcBCc^ ∪ AcBcC. (b) (10 points) Find the probability of the previous event if we know that P(A) = 12 , P(B) = (^13) and P(C) = 14.
P(ABcCc^ ∪ AcBCc^ ∪ AcBcC) = P(ABcCc) + P(AcBCc) + P(AcBcC) =^1 2
We used that ABcCc, AcBCc, AcBcC are mutually exclusive and also that if A, B, C are independent then the independence is preserved if we put complements to a couple of these events.