You, Calvin, and Pi Han are competing in the Brilliant mega-match! In this event, the winner is the person to solve problems most accurately, the one with the highest ratio of solved problems to problems attempted.* The event runs for five weekdays, and the winner at the end of the week wins it all.
Here are the standings:
Day | You | Calvin | Pi Han |
Monday | 54% of 100 | 57% of 700 | 56% of 500 |
Tuesday | 43% of 200 | 46% of 300 | 48% of 300 |
Wednesday | 65% of 100 | 71% of 200 | 68% of 400 |
Thursday | 79% of 500 | 88% of 300 | 84% of 200 |
Friday | 34% of 100 | 41% of 500 | 39% of 100 |
Calvin performed better than both Pi Han and you in every day, except on Tuesday where Pi Han did better. So who won?
* Of course, if you actually do this, you should give each player a handicap of one incorrect problem so you can't just solve one problem and declare 100% completion. But this is an idealized problem, not a real-world execution of it, so it doesn't matter.
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Though it seems like Calvin and Pi Han have beaten you, you actually have won. This counter-intuitiveness is called the Simpson's Paradox .
During Monday, you answered 5 4 % × 1 0 0 = 5 4 questions right whereas Calvin answered 5 7 % × 7 0 0 = 3 9 9 questions right and Pi Han answered 5 6 % × 5 0 0 = 2 8 0 questions right.
During Tuesday, you answered 4 3 % × 2 0 0 = 8 6 questions right whereas Calvin answered 4 6 % × 3 0 0 = 1 3 8 questions right and Pi Han answered 4 8 % × 3 0 0 = 1 4 4 questions right.
During Wednesday, you answered 6 5 % × 1 0 0 = 6 5 questions right whereas Calvin answered 7 1 % × 2 0 0 = 1 4 2 questions right and Pi Han answered 6 8 % × 4 0 0 = 2 7 2 questions right.
During Thursday, you answered 7 9 % × 5 0 0 = 3 9 5 questions right whereas Calvin answered 8 8 % × 3 0 0 = 2 6 4 questions right and Pi Han answered 8 4 % × 2 0 0 = 1 6 8 questions right.
During Friday, you answered 3 4 % × 1 0 0 = 3 4 questions right whereas Calvin answered 4 1 % × 5 0 0 = 2 0 5 questions right and Pi Han answered 3 9 % × 1 0 0 = 3 9 questions right.
Furthermore, you answered 1000 questions, Calvin answered 2000 questions and Pi Han answered 1500 questions. We will represent the above information in a table.
Monday Tuesday Wednesday Thursday Friday Total number correct Total percentage correct You 5 4 8 6 6 5 3 9 5 3 4 6 3 4 6 3 . 4 % Calvin 3 9 9 1 3 8 1 4 2 2 6 4 2 0 5 1 1 4 8 5 7 . 4 % Pi Han 2 8 0 1 4 4 2 7 2 1 6 8 3 9 9 0 3 6 0 . 2 %
Clearly, you got a higher percentage of answers correct than Calvin and Pi Han. Therefore, you are the winner.