They do, put speedhack to 1700% and run around jumping hills. You just need to fall fast enough long enough for ghosts to die. They also die from fatigue in water.
Well, when you're falling, you're not dying from falling. You're dying from the force that the ground exerts onto you when you impact into it with tremendou momentum.