A method of producing catalyst powder of the present invention has a step
of precipitating a carrier in a reversed micelle, and a step of
precipitating at least one of a noble metal particle and a transition
metal particle in the reversed micelle in which the carrier is
precipitated. By this method, it is possible to obtain catalyst powder
excellent in heat resistance and high in the catalytic activity.