I was once talking to a res agent at Continental trying to find out which flights I had the best chance for standby. She told me a LOT of stuff that they research on the flights: % of no-shows, amount of overbooking, upgrade chances, etc.

On a particulr flight with 159 seats they overbooked to 213.