Bayes's Theorem

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Calculates the probability of one event happening given that another does. The given event could have been a consequence of either of two alternative sources which are independent of each other.

where A1 and A2 are the only two ways that B can occur.

For example, aces are 8/48 of the cards in a pinochle deck but only 4/52 in a poker deck. If you have a deck of each kind, what is the probability that a poker deck was drawn from given that an ace was picked?

Answer: P(ACE given POKER)=1/13
P(ACE given PINOCHLE)=1/6
(1/13) / (1/13 + 1/6) = 6/19.