The choice of a chairman matters because of the inordinate role he or she plays in shaping Fed policy, whether overseeing banks or setting interest rates for the country. As the world’s most powerful central bank, its moves on interest rates reverberate globally. Mr. Warsh could also set the Fed on a new course.