OA IS C!
Answer
The probability that we are being asked to calculate here is comprised of multiple scenarios. Put differently, there are a number of ways for it to rain at least 5 days in a row. To solve for the overall probability, we must find the probability for each one of these independent scenarios and add them together.
Let’s set: R = rainy day
S = sunny day
There are 3 different types of scenarios that we need to consider: (1) 5R’s 2S’s (2) 6R’s 1S and (3) 7S’s. Of course we must remember that within each scenario it must rain for at least 5 consecutive days.
TYPE 1: There are 3 ways for it to rain exactly 5 out of 7 days and for the 5 days to be consecutive: RRRRRSS, SSRRRRR, SRRRRRS (two S’s at the end, the beginning, or one on each end).
TYPE 2: There are 4 ways for it to rain exactly 6 out of 7 days and for at least five of the rainy days to be consecutive: RRRRRRS, SRRRRRR, RSRRRRR, RRRRRSR (S in position 1, 2, 6 or 7).
TYPE 3: There is one way for it to rain exactly 7 out of 7 days: RRRRRRR.
Now that we have counted and identified the different scenarios, we must find the probability of each scenario (or at least of each type of scenario).
TYPE 1: If the probability of R is ¾ and the probability of S is ¼, the probability of 5R’s and 2S’s (it doesn’t matter what order) is (3/4)^5(1/4)^2. There are three such scenarios so this contributes 3(3/4)^5(1/4)^2 to the final probability.
TYPE 2: If the probability of R is ¾ and the probability of S is ¼, the probability of 6R’s and 1S (it doesn’t matter what order) is (3/4)^6(1/4)^1. There are four such scenarios so this contributes 4(3/4)^6(1/4) to the final probability.
TYPE 3: If the probability of R is ¾ and the probability of S is ¼, the probability of 7R’s is (3/4)^7. There is only one such scenario so this contributes (3/4)^7 to the final probability.
The final probability is 3(3/4)^5(1/4)^2 + 4(3/4)^6(1/4) + (3/4)^7.
The correct answer is C.
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