forecasting inflation in Singapore, Japan, South Korea and Hong Kong paying particular attention to whether the inflation … is best predicted by financial and business activity variables. For Japan, global commodity variables provide the most … as forecasting horizon increases and these gains are found to be significant for Japan and Korea …