He chooses a coin at random and flips it. Heads! Now, what is the probability he chose the biased coin? Let's rewind and build a tree. The first event, choosing the coin, can lead to three equally likely outcomes. Fair coin, fair coin, and unfair coin. The next event, the coin is flipped.