054概率中等derivationmedium
Conditional Independence Breaks Under Marginalization
题目
A coin is chosen at random: with probability it is fair () and with probability it is biased (, always heads). Let be the event that the first flip is heads and the event that the second flip is heads. Show that and are conditionally independent given the coin type , but that and are not marginally independent. Compute .
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