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Volatility Spillovers between Food and Energy Markets, A Semiparametric Approach

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  • Serra, Teresa

Abstract

Previous literature on volatility links between food and energy prices is scarce and mainly based on parametric approaches. We assess this issue by using a semiparametric GARCH model recently proposed by Long et al. (2009), which is essentially a nonparametric correction of the parametric conditional covariance function. We focus on price links between crude oil, ethanol and sugar prices in Brazil. Results suggest strong volatility links between the prices studied. They also suggest that parametric approximations of the conditional covariance matrix may lead to misleading results and can be improved using nonparametric techniques.

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  • Serra, Teresa, 2011. "Volatility Spillovers between Food and Energy Markets, A Semiparametric Approach," 2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland 115997, European Association of Agricultural Economists.
    • Handle: RePEc:ags:eaae11:115997
    DOI: 10.22004/ag.econ.115997
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    1. Jacinto F. Fabiosa & John C. Beghin & Fengxia Dong & JAmani Elobeid & Simla Tokgoz & Tun-Hsiang Yu, 2010. "Land Allocation Effects of the Global Ethanol Surge: Predictions from the International FAPRI Model," Land Economics, University of Wisconsin Press, vol. 86(4), pages 687-706.
    2. Susanto, Dwi & Rosson, C. Parr & Hudson, Darren, 2008. "Impacts of Expanded Ethanol Production on Southern Agriculture," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 40(2), pages 581-592, August.
    3. Wallace E. Tyner & Farzad Taheripour, 2008. "Policy Options for Integrated Energy and Agricultural Markets ," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 30(3), pages 387-396.
    4. Bruce A. Babcock, 2008. "Distributional Implications of U.S. Ethanol Policy ," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 30(3), pages 533-542.
    5. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    6. Kevin McNew & Duane Griffith, 2005. "Measuring the Impact of Ethanol Plants on Local Grain Prices," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 27(2), pages 164-180.
    7. Harry de Gorter & David R. Just, 2008. "Water in the U.S. Ethanol Tax Credit and Mandate: Implications for Rectangular Deadweight Costs and the Corn-Oil Price Relationship," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 30(3), pages 397-410.
    8. Teresa Serra & David Zilberman & José Gil, 2011. "Price volatility in ethanol markets," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 38(2), pages 259-280, June.
    9. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(1), pages 122-150, February.
    10. Barry K. Goodwin & Nicholas E. Piggott, 2001. "Spatial Market Integration in the Presence of Threshold Effects," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(2), pages 302-317.
    11. François Longin & Bruno Solnik, 2001. "Extreme Correlation of International Equity Markets," Journal of Finance, American Finance Association, vol. 56(2), pages 649-676, April.
    12. Paul Gallagher & Robert Wisner & Heather Brubacker, 2005. "Price Relationships in Processors' Input Market Areas: Testing Theories for Corn Prices Near Ethanol Plants," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 53(2‐3), pages 117-139, June.
    13. Gallagher, Paul W. & Wisner, Robert N. & Brubaker, Heather, 2005. "Pricing Relationships in Processors' Input Market Areas: Testing Theories for Corn Prices Near Ethanol Plants," Staff General Research Papers Archive 12305, Iowa State University, Department of Economics.
    14. Awartani, Basel M.A. & Corradi, Valentina, 2005. "Predicting the volatility of the S&P-500 stock index via GARCH models: the role of asymmetries," International Journal of Forecasting, Elsevier, vol. 21(1), pages 167-183.
    15. Annastiina Silvennoinen & Timo Teräsvirta, 2005. "Multivariate Autoregressive Conditional Heteroskedasticity with Smooth Transitions in Conditional Correlations," Research Paper Series 168, Quantitative Finance Research Centre, University of Technology, Sydney.
    16. Lorenzo Cappiello & Robert F. Engle & Kevin Sheppard, 2006. "Asymmetric Dynamics in the Correlations of Global Equity and Bond Returns," Journal of Financial Econometrics, Oxford University Press, vol. 4(4), pages 537-572.
    17. Myers, Robert J., 1994. "Time Series Econometrics and Commodity Price Analysis: A Review," Review of Marketing and Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 62(02), pages 1-15, August.
    18. Lai, YiHao & Chen, Cathy W.S. & Gerlach, Richard, 2009. "Optimal dynamic hedging via copula-threshold-GARCH models," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 79(8), pages 2609-2624.
    19. Richardson, Matthew & Smith, Tom, 1993. "A Test for Multivariate Normality in Stock Returns," The Journal of Business, University of Chicago Press, vol. 66(2), pages 295-321, April.
    20. Hardle, W. & Tsybakov, A., 1997. "Local polynomial estimators of the volatility function in nonparametric autoregression," Journal of Econometrics, Elsevier, vol. 81(1), pages 223-242, November.
    21. de Gorter, Harry & Just, David R., 2007. "The Welfare Economics of an Excise-Tax Exemption for Biofuels," MPRA Paper 5151, University Library of Munich, Germany, revised Sep 2007.
    22. Long, Xiangdong & Su, Liangjun & Ullah, Aman, 2011. "Estimation and Forecasting of Dynamic Conditional Covariance: A Semiparametric Multivariate Model," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 109-125.
    23. Kevin McNew & Duane Griffith, 2005. "Measuring the Impact of Ethanol Plants on Local Grain Prices," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 27(2), pages 164-180.
    24. Luchansky, Matthew S. & Monks, James, 2009. "Supply and demand elasticities in the U.S. ethanol fuel market," Energy Economics, Elsevier, vol. 31(3), pages 403-410, May.
    25. Seo, Byeongseon, 2007. "Asymptotic distribution of the cointegrating vector estimator in error correction models with conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 137(1), pages 68-111, March.
    26. Pelletier, Denis, 2006. "Regime switching for dynamic correlations," Journal of Econometrics, Elsevier, vol. 131(1-2), pages 445-473.
    27. Edmar Fagundes de Almeida & Jose Vitor Bomtempo & Carla Maria de Souza e Silva, 2007. "The Performance of Brazilian Biofuels: An Economic, Environmental and Social Analysis," OECD/ITF Joint Transport Research Centre Discussion Papers 2007/5, OECD Publishing.
    28. Gardner Bruce, 2007. "Fuel Ethanol Subsidies and Farm Price Support," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 5(2), pages 1-22, December.
    29. Xiangdong Long & Liangjun Su & Aman Ullah, 2009. "Estimation and Forecasting of Dynamic Conditional Covariance: A Semiparametric Multivariate Model Variables with Econometric Applications," Working Papers 200908, University of California at Riverside, Department of Economics, revised Jul 2009.
    30. Jason Henderson & Brent A. Gloy, 2009. "The impact of ethanol plants on cropland values in the great plains," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 69(1), pages 36-48, May.
    31. Audrino, Francesco, 2006. "The impact of general non-parametric volatility functions in multivariate GARCH models," Computational Statistics & Data Analysis, Elsevier, vol. 50(11), pages 3032-3052, July.
    32. Jason Henderson & Brent A. Gloy, 2009. "The impact of ethanol plants on cropland values in the great plains," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 69(1), pages 36-48, May.
    33. Robert Engle, 2001. "GARCH 101: The Use of ARCH/GARCH Models in Applied Econometrics," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 157-168, Fall.
    34. Lihong Lu McPhail & Bruce A. Babcock, 2008. "Short-Run Price and Welfare Impacts of Federal Ethanol Policies," Center for Agricultural and Rural Development (CARD) Publications 08-wp468, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    35. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    36. Teresa Serra & David Zilberman & José M. Gil & Barry K. Goodwin, 2011. "Nonlinearities in the U.S. corn‐ethanol‐oil‐gasoline price system," Agricultural Economics, International Association of Agricultural Economists, vol. 42(1), pages 35-45, January.
    37. Kelvin Balcombe & George Rapsomanikis, 2008. "Bayesian Estimation and Selection of Nonlinear Vector Error Correction Models: The Case of the Sugar-Ethanol-Oil Nexus in Brazil," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(3), pages 658-668.
    38. Oecd, 2006. "Agricultural Market Impacts of Future Growth in the Production of Biofuels," OECD Papers, OECD Publishing, vol. 6(1), pages 1-57.
    39. Martines-Filho, Joao Gomes & Burnquist, Heloisa Lee & Vian, Carlos Eduardo de Freitas, 2006. "Bioenergy and the Rise of Sugarcane-Based Ethanol in Brazil," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 21(2), pages 1-6.
    40. Taheripour, Farzad & Tyner, Wallace E., 2008. "Ethanol Policy Analysis - What Have We Learned So Far?," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 23(3), pages 1-6.
    41. Zibin Zhang & Luanne Lohr & Cesar Escalante & Michael Wetzstein, 2009. "Ethanol, Corn, and Soybean Price Relations in a Volatile Vehicle-Fuels Market," Energies, MDPI, vol. 2(2), pages 1-20, June.
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    Keywords

    Demand and Price Analysis; Resource /Energy Economics and Policy;

    JEL classification:

    • Q11 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Aggregate Supply and Demand Analysis; Prices
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics

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