Let be the size of generation . This is a Galton-Watson process with offspring mean
The expected generation size in a Galton-Watson process is therefore
Its probability generating function is
By the Galton-Watson extinction fixed point, the extinction probability is the smallest solution in of . Factoring gives
so . The probability of production continuing forever is
The total progeny counts all individuals, including the initial ancestor, in a Galton-Watson process. It is infinite on survival. If the offspring mean is , the expected generation size in a Galton-Watson process and the monotone convergence theorem give .