I've only started to read his full-length novels, with, last summer, The Portrait of a Lady, which took some settling into but which eventually got quite a grip on me.
I've long admired The Turn of the Screw as a thought-provoking and eerie ghost story, and, yes, I'm sure it is a ghost story...