Consider a permutation sampled uniformly at random from the set of all…
2024
Consider a permutation sampled uniformly at random from the set of all permutations of {1, 2, 3, ⋯ , 𝑛} for some 𝑛 ≥ 4. Let 𝑋 be the event that 1 occurs before 2 in the permutation, and 𝑌 the event that 3 occurs before 4. Which one of the following statements is TRUE?
Answer: B. The events 𝑋 and 𝑌 are independent — Answer: The event that 1 occurs before 2 and the event that 3 occurs before 4 are independent. Key ideas: By symmetry, the probability that 1 occurs before 2…
- A.
The events 𝑋 and 𝑌 are mutually exclusive
- B.
The events 𝑋 and 𝑌 are independent
- C.
Either event 𝑋 or 𝑌 must occur
- D.
Event 𝑋 is more likely than event 𝑌
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Correct answer: B
Answer: The event that 1 occurs before 2 and the event that 3 occurs before 4 are independent.
Key ideas:
By symmetry, the probability that 1 occurs before 2 is 1/2 (in a random permutation 1 is equally likely to appear before or after 2). Similarly, the probability that 3 occurs before 4 is 1/2.
To compute the joint probability that 1 occurs before 2 and 3 occurs before 4, look at the relative order of the four elements 1,2,3,4. All 4! = 24 orders of these four elements are equally likely.
Choose the two positions occupied by {1,2} (there are C(4,2)=6 choices); once those positions are chosen, requiring 1 before 2 fixes their order, and the remaining two positions for {3,4} with 3 before 4 are also fixed. Thus there are 6 orders where both desired relations hold, so P(both) = 6/24 = 1/4.
Since P(both) = 1/4 = (1/2)(1/2) = P(1 before 2) × P(3 before 4), the events are independent. This argument does not depend on n beyond requiring n ≥ 4, because other elements do not affect the relative order of these four.
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