How would you prove that DRM doesn't reduce piracy?
Of course it is impossible to prove.
I just don't see why it would reduce piracy. If I had wanted to pirate game before DRM was common I would have done it exactly same way I would do it now that DRM is common.
DRM is totally invisible to common pirate who just searches the game from web. It only bothers those who buy the game like me.