Lee, Jim and Valera, Harold Glenn (2015): Price Transmission and Volatility Spillovers in Asian Rice Markets: Evidence from a Panel GARCH Model. Published in: The International Trade Journal , Vol. 30, No. 1 (14 June 2015): pp. 14-32.
PDF
MPRA_paper_123468.pdf Download (239kB) |
Abstract
This study examines world rice price transmission and volatility spillovers across major Asian rice markets over the period 2005-2013. In addition to the conventional GARCH models, we use a panel GARCH framework to estimate the spillover effects along with the consideration of heterogeneity and interdependence among six countries—Bangladesh, China, India, the Philippines, Thailand and Vietnam. Empirical results suggest that changes in the world price of rice and the 2007-2008 price shocks affected not only the price levels of domestic rice markets but also their conditional variances. Moreover, interdependence across those rice markets contributed to a strong spillover of a price shock in one country to another within the region.
Item Type: | MPRA Paper |
---|---|
Original Title: | Price Transmission and Volatility Spillovers in Asian Rice Markets: Evidence from a Panel GARCH Model |
Language: | English |
Keywords: | Rice market, price transmission, volatility spillover, GARCH, food policy |
Subjects: | C - Mathematical and Quantitative Methods > C3 - Multiple or Simultaneous Equation Models ; Multiple Variables Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q1 - Agriculture |
Item ID: | 123468 |
Depositing User: | Harold Glenn Valera |
Date Deposited: | 30 Jan 2025 14:20 |
Last Modified: | 30 Jan 2025 14:20 |
References: | Alam, M. J., Buysse, J., McKenzie, A. M., Begum, I. A., Wailes, E. J., & Huylenbroeck, G. V. (2012). The dynamic relationships between world and domestic prices of rice under the regime of agricultural trade liberalization in Bangladesh. Journal of the Asia Pacific economy, 17(1), 113-126. Baffes, J., & Gardner, B. (2003). The transmission of world commodity prices to domestic markets under policy reforms in developing countries. Journal of policy reform, 6(3), 159-180. Baltzer, K. (2013). International to domestic price transmission in fourteen developing countries during the 2007-08 food crisis. World Institute for Development Economic Research, WIDER Working Paper No. 2013/03. Cermeño, R., & Grier, K. B. (2006). Conditional heteroskedasticity and cross-sectional dependence in panel data: an empirical study of inflation uncertainty in the G7 countries. In: B. H. Baltagi (ed.), Panel Data Econometrics, vol. 10. New York: Elsevier, pp. 259-278. Chulaphan, W., Chen, S., Jatuporn, C., & Huang, W. (2013). Different causal relationships of export rice prices in the international market. American-Eurasian Journal of Agricultural and Environmental Sciences, 13(2), 185-190. Conforti, P. (2004). Price transmission in selected agricultural markets. Food and Agriculture Organization, Commodity and Trade Policy Research Working Paper No. 7. Dawe, D. (2009). Cereal price transmission in several large Asian countries during the global food crisis. Asian Journal of Agriculture and Development, 6(1), 1-12. Dickey, D. A., & Fuller, W. A. (1981). Likelihood ratio statistics for autoregressive time series with a unit root. Econometrica, 49, 1057–1072. Fackler, P. & Goodwin, B. (2001). Spatial price analysis, In Gardner, B. & Rausser, G. (ed), Handbook of Agricultural Economics, Amsterdam: Elsevier Science. Fang C. (2010). How China stabilized grain prices during the global price crisis. In: Dawe, D. (ed.), The Rice Crisis: Markets, Policies and Food Security. Earthscan and Food and Agriculture Organization. Ghoshray, A. (2011). Underlying trends and international price transmission of agricultural commodities. Asian Development Bank, Economics Working Paper Series No. 257. Gulati, A., & Dutta, M. (2010). Rice policies in India in the context of the global rice price spike. In: Dawe, D. (ed.), The Rice Crisis: Markets, Policies and Food Security. Earthscan and Food and Agriculture Organization. Headey, D. & Fan, S. (2008). Anatomy of a crisis: the causes and consequences of surging food prices. Agricultural Economics, 39(1), 375-391. Im, K.S., Pesaran, M.H. & Shin, Y. (2003). Testing for Unit Roots in Heterogeneous Panels. Journal of Econometrics, 115, 53-74. Imai, K., Gaiha, R., & Thapa, G. (2008). Transmission of world commodity prices to domestic commodity prices in India and China. Brooks World Poverty Institute, Working Paper 45. John, A. (2013). Price relations between export and domestic rice markets in Thailand. Food Policy, 42, 48-57. Lee, J. (2010). The link between output growth and volatility: Evidence from a GARCH model with panel data. Economics Letters, 106(2), 143-145. Levin, A., Lin, C., & Chu, J., (2002). Unit root tests in panel data: Asymptotic and finite-sample properties. Journal of Econometrics, 108(1), 1-24. Martinez, E., Shively, G., & Masters, W. (1998). Testing the link between public intervention and food price variability: Evidence from rice markets in the Philippines. Paper presented at the annual meetings of the American Agricultural Economics Association, Salt Lake City, UT. Minot, N. (2010). Transmission of world food price changes to markets in Sub-Saharan Africa. International Food Policy Research Institute, unpublished research report. Pedroni, P. (1999). Critical values for cointegration tests in heterogeneous panels with multiple regressors, Oxford Bulletin of Economics and Statistics, 61, 653-70. Poapongsakorn, N. (2010). The political economy of Thai rice price and export policies in 2007-08. In: Dawe, D. (ed.), The Rice Crisis: Markets, Policies and Food Security. Earthscan and Food and Agriculture Organization. Quiroz, J. A., & Soto, R. (1996). International price signals in agricultural markets: Do governments care? GERENS and ILADES/Georgetown University, mimeo. Rapsomanikis, G., & Mugera, H. (2011). Price transmission and volatility spillover in food markets of developing countries. In Piot-Lepet, I. & Barek, R.M. (ed.), Methods to Analyse Agricultural Commodity Price Volatility. Berlin: Springer Verlag, 165-180. Timmer, P.C. & Falcon, W.P. (1975). The political economy of rice production and trade in Asia. In: Reynolds, L.G. (ed.), Agriculture in Development Theory. New Haven: Yale University Press. Timmer, C. P. (2010). The changing role of rice in Asia’s food security. Asian Development Bank, Sustainable Development Working Paper Series No. 15. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/123468 |