So if you save Lincoln, then Lincoln has still been shot in your universe, but you've created a new universe in which Lincoln has not been shot.
Something to do with string theory, I think.
One such writer called it “creating a stem” where the previous time line will continue but a new timeline where the alteration occurred continues from that point. Thus you can travel back to a future that still has you in it but the other time line has another you.