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Suppose that in a certain game you roll a die, and get winnings equal to $100...

Suppose that in a certain game you roll a die, and get winnings equal to $100 times the amount shown on the die. If you want to, you can roll again up to a total of three times. However, each time you roll again, you forfeit your previous winnings. You decide to take the following strategy: choose a number i, and if you ever get i or above, stop and collect your winnings, otherwise roll again. What is the value of i which maximizes your expected winnings?

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