There is no telling how big the Snake River collider would have been since the ensuing vulcanism would pretty much erase all traces of the crater. To cause impact volcanism a smaller high speed iron meteorite traveling at high speed and striking at a high angle could do the job nicely.
This impact theory is very controversial but there really isn't another explanation as to how a hot spot could have appeared out of nowhere.
Obviously, to some, it was Bush's fault.