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CPS2160 Aye Aye Khin et al.
            they are cointegrated and also a long-run equilibrium relationship between the
            two variables. Table 4.4 shows Japan’s granger causality analysis results. In the
            Engle-Granger test, F-statistics of the two variables of import demand (nrimp)
            to world NR price (nrstr20) is significant at α 0.10 level. Therefore, there is a
            variable import demand (nrimp) “Granger causes” a variable world NR price
            (nrstr20)  and the direction of granger causality relationship is unidirection.
            Then, there is a cointegrated and long-run equilibrium relationship between
            the two variables of nrimp and nrstr20. In the Engle-Granger test, F-statistics
            of the two variables of exchange rate (exrm)  to import demand (nrimp)  is
            significant at α 0.10 level. Therefore, there is a variable exrm “Granger causes”
            a  variable  nrimp  and  the  direction  of  the  granger  causality  relationship  is
            unidirection.  Then,  there  is  cointegrated  and  also  a  long-run  equilibrium
            relationship between the two variables exrm and nrimp. In the Engle-Granger
            test, F-statistics of the two variables of import demand (nrimp) to SMR20 price
            (nrsmr20) is significant at α 0.10 level. Therefore, there is a variable import
            demand (nrimp) “Granger causes” a variable SMR20 price (nrsmr20) and the
            direction  of  granger  causality  relationship  is  unidirection.  Then,  there  is  a
            cointegrated and long-run equilibrium relationship between the two variables
            of nrimp and nrsmr20.
                From the result of this study, the independent variables that include world
            price, exchange rate and export price has significant impact on import model of
            natural rubber. Since the supplier and consumer unable to control the price of
            NR, because the price of NR was affect by the demand and supply of the market
            (Teh, 2015; Tulasombat et al., 2015; & Khin et al., 2017). It is also important to local
            farmers to develop a market strategy to improve the production of natural rubber
            when the prediction of import natural rubber by others countries will increase in
            near future (Sakan, 2012). Recommendations for future study, the findings of this
            study able to provide information to fill the gap by determine the import volume
            on current and potential market such as China, India, USA and Japan and also
            market participants in their consumptions and financing decisions due to NR is
            an important commodity for world market.

            References
            1.   Hnin, E. (2017). Economic Importance of Rubber in Thailand. Retrieved
                 from http://ap.fftc.agnet.org/ap_db.php?id=819
            2.  IRSG (2017). Latest Rubber Statistical Bulletin. International Rubber Study
                 Group, 111 North Bridge Road, #23-01/06 Peninsula Plaza, Singapore
                 179098.
            3.   Kannan, M. (2013). The Determinants of Production and Export of
                 Natural Rubber in India. IOSR Journal of Economics and Finance, 1(5),
                 41-45.


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