We consider large double auctions with private values. Values need be neither symmetric
nor independent. Multiple units may be owned or desired. Participation may be
stochastic. We introduce a very mild notion of “a little independence.” We prove that
all nontrivial equilibria of auctions that satisfy this notion are asymptotically efficient.
For any ? > 0 inefficiency disappears at rate 1/n2??.