Two darts players A and B throw alternately at a board and the first to score a bull wins the contest. The outcomes of different throws are independent and on each of their throws A has probability pA and B has probability pB of scoring a bull. If A has first throw, calculate the probability of A winning the contest.

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The probability PA,1 of A winning the first throw is pA, and the probability PB,1 of B winning the first throw is pB(1-pA) because A must fail to hit the bull so that B has the chance to throw.

If we now move to the second throw, the probability PA,2 of A winning is pA(1-pA) and for B PB,2=pB(1-pA)2.

For the nth throw, PA,n=pA(1-pA)n-1 and PB,n=pB(1-pA)n. PA,n=pA(1-pA)n/(1-pA)=(PB,n/pB)(pA/(1-pA)),

PA,n=PB,npA/(pB(1-pA)) or PA,n/PB,n=pA/(pB(1-pA)). Note that the expression on the right of equals is a constant, independent of the number of throws.

So the ratio is PA,n:PB,n=pA:pB(1-pA). If pB=pA/(1-pA), the ratio is 1:1 so PA,n=½ (evens).

The probability of A winning is pA/(pA+pB-pApB).

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