ADMIN NOTE:Replying to this in case some are still wondering. I've set it so that those in the "members" (ie, non-mods) group have 4 hours to edit their own posts.
They can also edit their own topic's titles, ie, you can edit the thread title if you started that topic. I don't think there's a time limit for this latter feature.