How can I disable a browser or element scrollbar, but still allow scrolling with wheel or arrow keys?

I want to hide any scrollbars from my div elements and my whole body, but still let the user scroll with the mouse wheel or arrow keys. How can this be achieved with raw JavaScript or jQuery? Any ideas?