The law of total probability states that the probability of an event can be found by considering all possible ways that event can occur through a partition of the sample space. It connects the probabilities of events through their conditional probabilities and the likelihood of the conditions themselves, making it crucial when dealing with complex situations where direct calculation is difficult.
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