I don't consider Silence of the Lambs a horror movie, but of the choices given, it's my favorite movie. It's actually in my top 10 all time favorite movies.
The movie that I can't watch from your list as I am still traumatized is Halloween. Oh man, am I freaked out by Michael Myers!!