Bill, Mary and Tom have coins with respective probabilities $p_1,p_2,p_3$ of turning up heads. They toss their coins independently at the same times.
What is the probability that neither Bill nor Tom get a head before Mary?
I tried to write it down as a geometric distribution but the equation became extremely long. I believe there must be an easier way to look at this problem.