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You win thirty-six over your die roll

Asked at IMC, Jane Street

A game pays you 36X\dfrac{36}{X} dollars, where XX is one roll of a fair six-sided die.

What is the fair (zero-EV) price to play? Would you actually pay that much, and how would you make a market on the game?

Show a hint

E[1/X]1/E[X]E[1/X] \ne 1/E[X]. The reciprocal is convex on the positive numbers, so which side is larger?

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