There are K + 1 coins in a box. When flipped, the ith coin will turn up heads with the probabilityi 0,1,..,k. A coin is randomly selected from the box and is then repeatedly flipped. If the first n flips all result in heads, what is the conditional probability that the (n + 1)st flip will do likewise?

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