[net.math] Increasing probability of success when drawing balls

davido (04/01/83)

In-Real-Life: David H. Olson @ Tektronix, Instrument Division
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Suppose I've got an infinite collection of balls of which there are n
different types.  I will randomly choose balls hoping to eventually
acquire all n distinct types.  I know that the probability of getting
the n different types after exactly n draws is n!/n^n.  Also, the
probability of getting k different types, k < n, after exactly k draws
is
			      n!/(n-k)!
			      ---------  .
				 n^k

However there are two problems which seem to be similar and have me
stuck.  What I want to do is better my chances of getting in the first
case all n distinct balls, and in the second case k distinct balls, so
I will continue to draw balls.  For the first case, I'll draw t total
balls, where t>n, and in the second case I'll draw t total balls where
k < t < n.  What are the probabilities of success for these two cases?

For my particular application, typical numbers are n=100, k=50 and I
need to find t such that there is a 90% probability of success, so
enumeration (even by computer) is out.