We consider the distribution of the first sum of a sequence of positiv
e integer valued lid random variables which is divisible by d. This is
known to converge, when divided by d, to a geometric distribution as
d --> infinity. We obtain results on the rate of convergence using two
contrasting approaches. In the first, Stein's method is adapted to ge
ometric limit distributions. The second method is based on the theory
of Banach algebras. Each method is shown to have its merits.