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Does a drifting walk ever come home?

Asked at Jane Street, Two Sigma

A walker starts at 00 and each step moves +1+1 with probability pp and 1-1 with probability q=1pq = 1-p, with pqp \neq q (a biased walk).

What is the probability that the walk ever returns to 00 after it leaves? Express your answer in terms of pp and qq.

Your answer

This one is open-ended. Work it through, then check your reasoning against the full solution.

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