they are both really selective so, I would encourage you to apply to several schools (including some with high acceptance rates for your stats) and see what happens - only after you’ve been accepted do you need to narrow it down.
As far as major, put down the one you most want to study and let the chips fall where they may.
Apply broadly and good luck.