The law of total probability states that the probability of an event can be found by considering all possible ways that event can occur, weighted by the probabilities of those ways. It connects different events and their probabilities, allowing for the computation of overall probabilities when conditioning on various scenarios. This law is particularly useful when working with joint probability distributions and understanding how different events relate to one another through conditional probabilities.
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