How can I keep my mountain bike chain from coming off in rough sections?

Depends which gear you are on when you start the downhill. If your chain is on the middle ring and a fairly large cog in back, it will be under enough tension that it won't be likely to come off. If the chain is on the small ring in front and a small cog in back, it won't be under much tension and will be much more likely to fall off.