Before revision:  Those stimuli are derived from residual of moving-averaged fluctuations of the IIP left over after subtracting the long-period components due to the business cycles .
After revision:  Those stimuli are derived from residual of moving-averaged fluctuations of the IIP remaining after subtracting the long-period components due to the business cycles .