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Sunday, February 23, 2025

Extra Credit LearnedLeague Defensive Efficiency

Now suppose your opponent is equally likely to get one, two, three, four, or five questions correct. As before, you randomly apply the six point values (0,1,1,2,2,3) to the six questions. What is the probability that your defensive efficiency will be greater than 50 percent?

In the classic problem we costructed a table for N2. Here we need to then construct similar tables for N1, N3, N4 and N5. For i=1, there is exactly one way apiece to score zero or 3 and two ways apiece to score 1 or 2, so we have the following table:

N1 DE1 P{N1}
0 1 16
1 23 13
2 13 13
3 0 16

Similarly, we can construct the other tables as follows:

N3 DE3 P{N3}
2 1 120
3 45 15
4 35 14
5 25 14
6 15 15
7 0 120
N4 DE4 P{N4}
4 1 215
5 34 15
6 12 13
7 14 15
8 0 215
N5 DE5 P{N5}
6 1 16
7 23 13
8 13 13
9 0 16

In particular we see that P{DEi>12}={12,if i{1,3,5};13,if i{2,4}.

So if your opponent answers I questions where I is uniformly distributed on the set {1,2,3,4,5}, then the probability of having a defensive efficiency score greater than 50% is equal to P{DEI>12}=5i=1P{DEi>12}P{I=i}=155i=1P{DEi>12}=15(12+13+12+13+12)=1330=43.ˉ3%.

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