Abstract
This chapter reviews some of the papers my co-authors and I have written developing and estimating dynamic structural econometric models of dynamic games in the ethanol industry. These structural econometric models model the dynamic and strategic decisions made by ethanol firms and enable us to analyze the effects of government policy. Analyses that ignore the dynamic implications of government policies, including their effects on incumbent ethanol firms’ investment, production, and exit decisions and on potential entrants’ entry behavior, may generate incomplete estimates of the impact of the policies and misleading predictions of the future evolution of the fuel ethanol industry. In Thome and Lin Lawell [50], we estimate a model of the investment timing game in corn ethanol plants in the United States. In Yi and Lin Lawell [53, 54], we estimate a model of the investment timing game in ethanol plants worldwide that allows for the choice among different feedstocks. In Yi et al. [55], we estimate a structural econometric model of ethanol firms’ investment, production, entry, and exit decisions in order to analyze the effects of government subsidies and the Renewable Fuel Standard on the U.S. fuel ethanol industry. The results of our research will help determine which policies and factors can promote fuel-ethanol industry development.
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References
Abbott, P., Hurt, C., Tyner, W.E.: Whats Driving Food Prices?. Farm Foundation Issue Report (2008)
Abbott, P., Hurt, C., Tyner, W.E.: What’s Driving Food Prices?. March 2009 Update in Farm Foundation Issue Report 2009 (2009)
Abbott, P., Hurt, C., Tyner, W.E.: What’s Driving Food Prices in 2011?. Farm Foundation Issue Report 2011 (2011)
Aguirregabiria, V., Mira, P.: Dynamic discrete choice structural models: a survey. J. Econom. 156(1), 38–67 (2010)
Bajari, P., Benkard, C.L., Levin, J.: Estimating dynamic models of imperfect competition. Econometrica 75(5), 1331–1370 (2007)
Bajari, P., Chernozhukov, V., Hong, H., Nekipelov, D.: Identification and efficient semiparametric estimation of a dynamic discrete game. NBER Working paper 21125 (2015)
Carroll, C.L., Carter, C.A., Goodhue, R.E., Lin Lawell, C.-Y.C.: Supply chain externalities and agricultural disease. Working paper (2017a)
Carroll, C.L., Carter, C.A., Goodhue, R.E., Lin Lawell, C.-Y.C.: The economics of decision-making for crop disease control. Working paper (2017b)
Carter, C.A., Rausser, G.C., Smith, A.: Commodity booms and busts. Annu. Rev. Resour. Econ. 3, 87–118 (2011)
Lin Lawell, C.-Y.C.: Wind turbine shutdowns and upgrades in Denmark: Timing decisions and the impact of government policy. Working paper, Cornell University (2017)
de Gorter, H., Drabik, D., Just, D.R.: How biofuels policies affect the level of grains and oilseed prices: theory, models and evidence. Glob. Food Secur. 2, 82–88 (2013)
de Gorter, H., Drabik, D., Just, D.R.: The Economics of Biofuel Policies: Impacts on Price Volatility in Grain and Oilseed Markets. Palgrave-McMillan, New York (2015)
de Gorter, H., Drabik, D., Just, D.R., Kliauga, E.M.: The impact of OECD biofuels policies on developing countries. Agric. Econ. 44, 477–486 (2013)
Dixit, A.K., Pindyck, R.S.: Investment Under Uncertainty. Princeton University Press, Princeton (1994)
DOE [Deparment of Energy] (2008). Energy Time Lines: Ethanol. Revised June, 2008. Accessed Jan 2009
Eidman, V.R.: Ethanol economics of dry mill plants. Corn-Based Ethanol in Illinois and the US: A Report from the Department of Agricultural and Consumer Economics, University of Illinois, 22–36. (2007)
Ellinger, P.N.: Assessing the financial performance and returns of ethanol production: a case study analysis. Corn-Based Ethanol in Illinois and the US: A Report from the Department of Agricultural and Consumer Economics, University of Illinois, 38–62. (2007)
Ellison, G., Glaeser, E.L.: The geographic concentration of industry: does natural advantage explain agglomeration? Am. Econ. Rev. 89(2), 311–316 (1999)
Fowlie, M., Reguant, M., Ryan, S.P.: Market-based emissions regulation and industry dynamics. J. Polit. Econ. 124(1), 249–302 (2016)
Goetz, S.: State- and county-level determinants of food manufacturing establishment growth: 1987–93. Am. J. Agric. Econ. 79, 838–850 (1997)
Gonzalez, A.O., Karali, B., Wetzstein, M.E.: A public policy aid for bioenergy investment: case study of failed plants. Energy Policy 51, 465–473 (2012)
Herath Mudiyanselage, N., Lin, C.-Y.C., Yi, F.: An analysis of ethanol investment decisions in Thailand. Theor. Econ. Lett. 3(5A1), 14–20 (2013)
Hochman, G., Sexton, S.E.: The economics of biofuel policy and biotechnology. J. Agric. Food Ind. Organ. 6(2), (2008). Article 8
Lade, G.E., Lin, C.-Y.C.: A report on the economics of Californias low carbon fuel standard and cost containment mechanisms. Prepared for the California Air Resources Board. Institute of Transportation Studies, University of California at Davis, Research Report UCD-ITS-RR-13–23 (2013)
Lade, G.E., Lin, C.-Y.C.: Controlling compliance costs for Californias LCFS with a price ceiling. University of California at Davis Institute of Transportation Studies, Policy brief (2014)
Lade, G.E., Lin Lawell, C.-Y.C. Lin, C.-Y.C.: The design of renewable fuel policies and cost containment mechanisms. Working paper (2017)
Lade, G.E., Lin Lawell, C.-Y.C.: The design and economics of low carbon fuel standards. Res. Transp. Econ. 52, 91–99 (2015)
Lade, G.E., Lin, C.-Y.C., Smith, A.: Ex post costs and renewable identification number (RIN) prices under the Renewable Fuel Standard. Resources for the Future Discussion Paper 15-22. (2015)
Lade, G.E., Lin Lawell, C.-Y.C., Smith, A.: Policy shocks and market-based regulations: Evidence from the Renewable Fuel Standard. Working paper (2017)
Lambert, D.M., Wilcox, M., English, A., Stewart, L.: Ethanol plant location determinants and county comparative advantage. J. Agric. Appl. Econ. 40, 117–135 (2008)
Lin, C.-Y.C.: Estimating strategic interactions in petroleum exploration. Energy Econ. 31(4), 586–594 (2009)
Lin, C.-Y.C.: On designing and analyzing policies for renewable fuels. California State Controller John Chiang statement of general fund cash receipts and disbursements 6(12), 4–5 (2012)
Lin, C.-Y.C.: Containing the costs of California’s low carbon fuel standard. California State Controller John chiang statement of general fund cash receipts and disbursements 7(12), (2013a)
Lin, C.-Y.C.: On designing and analyzing policies for renewable fuels. Energy Dimensions. http://www.energydimensions.net/on-designing-and-analyzing-policies-for-renewable-fuels/ (2013b)
Lin, C.-Y.C.: Strategic decision-making with information and extraction externalities: a structural model of the multi-stage investment timing game in offshore petroleum production. Rev. Econ. Stat. 95(5), 1601–1621 (2013c)
Lin, C.-Y.C., Zhang, W., Rouhani, O., Prince, L.: The implications of an E10 ethanol-blend policy for California. Agric. Resour. Econ. Update 13(2), 1–4 (2009)
Ma, X., Lin Lawell, C.-Y.C., Rozelle, S.: Estimating peer effects: a structural econometric model using a field experiment of a health promotion program in rural China. Working paper, Cornell University (2017)
Mitchell, D.: A note on rising food prices. Policy research Working Paper # 4862, The World Bank Development Prospects Group, July 2008 (2008)
Pakes, A., Ostrovsky, M., Berry, S.: Simple estimators for the parameters of discrete dynamic games (with entry and exit examples). RAND J. Econ. 38(2), 373 (2007)
Poudel, B.N., Paudel, K.P., Timilsina, G., Zilberman, D.: Providing numbers for a food versus fuel debate: an analysis of a future biofuel production scenario. Appl. Econ. Perspect. Policy 34(4), 637–668 (2012)
Rajagopal, D., Sexton, S., Roland-Holst, D., Zilberman, D.: Challenge of biofuel: filling the tank without emptying the stomach? Environ. Res. Lett. 2(4), 1–9 (2007)
Reiss, P.C., Wolak, F.A.: In: Heckman, J.J., Leamer, E.E. (eds.) Structural Econometric Modeling: Rationales and Examples from Industrial Organization. Handbook of Econometrics, vol. 6A, pp. 4277–4415. Stanford, California (2007)
Runge, C.F., Senauer, B.: How Biofuels Could Starve the Poor. Foreign Affairs, 41–53. (2007)
Ryan, S.P.: The costs of environmental regulation in a concentrated industry. Econometrica 80(3), 1019–1061 (2012)
Sarmiento, C., Wilson, W.W.: Spatial competition and ethanol plant location decisions. July 2008, 2008 Annual Meeting. American Agricultural Economics Association, Orlando, Florida 6175, (2008)
Sarmiento, C., Wilson W.W., Dahl, B. Spatial competition and ethanol plant location decisions. Agribusiness 28(3), 260–273 (2012)
Schmit, T.M., Luo, J., Conrad, J.M.: Estimating the influence of US ethanol policy on plant investment decisions: a real options analysis with two stochastic variables. Energy Econ. 33(6), 1194–1205 (2011)
Schmit, T.M., Luo, J., Tauer, L.W.: Ethanol plant investment using net present value and real options analyses. Biomass Bioenergy 33(10), 1442–1451 (2009)
Si, S., Chalfant, J.A., Lin Lawell, C.-Y.C., Yi, F.: The effects of China’s biofuel policies on agricultural and ethanol markets. Working paper, Cornell University (2017)
Thome, K.E., Lin Lawell, C.-Y.C.: Investment in corn-ethanol plants in the Midwestern United States. Working paper, Cornell University (2017)
Urbanchuk, J.M.: Economic Impacts on the Farm Community of Cooperative Ownership of Ethanol Production. National Corn Growers Association Report (2006)
Wright, B.: Global biofuels: key to the puzzle of grain market behavior. J. Econ. Persp. 28(1), 73–98 (2014)
Yi, F., Lin Lawell, C.-Y.C.: Ethanol plant investment in Canada: a structural model. Working paper, Cornell University (2017a)
Yi, F., Lin Lawell, C.-Y.C.: What factors affect the decision to invest in a fuel ethanol plant?: a structural model of the ethanol investment timing game. Working paper, Cornell University (2017b)
Yi, F., Lin Lawell, C.-Y.C., Thome, K.E.: The effects of subsidies and mandates: a dynamic model of the ethanol industry. Working paper, Cornell University (2017)
Zilberman, D., Hochman, G., Rajagopal, D., Sexton, S., Timilsina, G.: The impact of biofuels on commodity food prices: assessment of findings. Am. J. Agric. Econ. 95, 275–281 (2012)
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Lin Lawell, CY.C. (2017). Dynamic Structural Econometric Modeling of the Ethanol Industry. In: Pinto, A., Zilberman, D. (eds) Modeling, Dynamics, Optimization and Bioeconomics II. DGS 2014. Springer Proceedings in Mathematics & Statistics, vol 195. Springer, Cham. https://doi.org/10.1007/978-3-319-55236-1_14
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