According to research cited in 37 Signals' Rework entrepreneurs that have failed previously are no more likely to succeed again than first-time entrepreneurs.
I think far too much business and start-up advice is nothing more than anecdotes and personal experience, none of it backed by hard numbers. (Rework is no exception.) Are there any books out there where people did actual research to back up their advice?