Not taken as seriously as it should be, but Lloyd Kaufman' "Make your own damn movie" should be the first book any new/inexperienced film maker reads. It has great advice for things like "What do I do when the DP quits the second day of shooting", "What do I do when my script supervisor is totally incompetent", "How do I avoid getting someone killed", ""What do I do when the girl who said she's take her clothes off for $100 suddenly wants $500 on the day we're supposed to shoot the scene", etc...