Interview Query

Expected Sales

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Say we have a list of items and the number of orders that have been made of each item, which is uniformly distributed from 10 to 10,000 purchases. The probability of a user purchasing an item is independent and identically distributed across all users.

Item A has been recommended 10 times and purchased 10 times. What is the long-term expected value of the sales of Item A?

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