F. G. FOSTER, I. J. GOOD; ON A GENERALIZATION OF PÓLYA'S RANDOM-WALK THEOREM, The Quarterly Journal of Mathematics, Volume 4, Issue 1, 1 January 1953, Page
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Foster et al. (1953) studied this question.