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LopSided League

Ari
Published: 2023-09-18

Fiddler: How Likely is a Lopsided League?

This weeks Fiddler problem states that

Inspired by this surprising fact, suppose Fiddler League Baseball has six divisions, with five teams in each division. For simplicity, further suppose each team has a winning percentage chosen randomly, uniformly, and independently between zero percent and 100 percent.

Let’s look at two divisions: The Enigma League East division and the Enigma League Central division. What is the probability that every team in the Enigma League East division has a higher winning percentage than every team in the Enigma League Central division?

My Solution : Simpler Problem

Let \((Y_1, \dots, Y_5)\) and \((X_1, \dots, X_5)\) be the random variables that represent the winning percentage of the teams in the East and Central Division.

From the problem definition we know that both \(X_i \xleftarrow[]{\$}[0,1]\) and \(Y_i \xleftarrow[]{\$}[0,1]\) for all \(i \in [5]\) i.e. they are sampled uniformly at random from an interval of \([0,1]\).

The problem is essentially asking if I draw all 10 of these random samples what is the probability that the final ordering has \(X\)’s in the top 5.

There are 10! factorial possible ranking strategies for and \(5! \times 5!\) ways to arrange the different X’s and Y’s in the first 5 and last 5 slots.

Thus the first answer is simply \(\frac{5!\times5!}{10!} = \frac{1}{252}\).

A monte carlo simulation of drawing process confirms the above result