Functional form and aggregate energy demand elasticities: A nonparametric panel approach for 17 OECD countries
This paper studies whether the commonly used linear parametric model for estimating aggregate energy demand is the correct functional specification for the data generating process. Parametric and nonparametric econometric approaches to analyzing aggregate energy demand data for 17 OECD countries are used. The results from the nonparametric correct model specification test for the parametric model rejects the linear, log-linear and translog specifications. The nonparametric results indicate that the effect of the income variable is nonlinear, while that of the price variable is linear but not constant. The nonparametric estimates for the price variable is relatively low, approximately −0.2.
If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
As the access to this document is restricted, you may want to look for a different version under "Related research" (further below) or search for a different version of it.
References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Kouris, G., 1976. "The determinants of energy demand in the EEC area," Energy Policy, Elsevier, vol. 4(4), pages 343-355, December.
- Massimo Filippini & Lester C. Hunt, 2011.
"Energy Demand and Energy Efficiency in the OECD Countries: A Stochastic Demand Frontier Approach,"
The Energy Journal,
International Association for Energy Economics, vol. 0(Number 2), pages 59-80.
- Massimo Filippini & Lester Hunt, 2009. "Energy demand and energy efficiency in the OECD countries: a stochastic demand frontier approach," CEPE Working paper series 09-68, CEPE Center for Energy Policy and Economics, ETH Zurich.
- Massimo Filippini & Lester C Hunt, 2010. "Energy demand and energy efficiency in the OECD countries: a stochastic demand frontier approach," Surrey Energy Economics Centre (SEEC), School of Economics Discussion Papers (SEEDS) 127, Surrey Energy Economics Centre (SEEC), School of Economics, University of Surrey.
- Jones, Clifton T, 1994. "Accounting for technical progress in aggregate energy demand," Energy Economics, Elsevier, vol. 16(4), pages 245-252, October.
- Kwabena Gyimah-Brempong & Jeffrey Racine, 2010. "Aid and investment in LDCs: A robust approach," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 19(2), pages 319-349.
- Dermot Gately & Hiliard G. Huntington, 2002. "The Asymmetric Effects of Changes in Price and Income on Energy and Oil Demand," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 19-55.
- Gately, D. & Huntington, H.G., 2001. "The Asymmetric Effects of Changes in Price and Income on Energy and Oil Demand," Working Papers 01-01, C.V. Starr Center for Applied Economics, New York University.
- James Banks & Richard Blundell & Arthur Lewbel, 1997. "Quadratic Engel Curves And Consumer Demand," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 527-539, November.
- Zarnikau, Jay, 2003. "Functional forms in energy demand modeling," Energy Economics, Elsevier, vol. 25(6), pages 603-613, November.
- Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
- Kaddour Hadri, 1999. "Testing For Stationarity In Heterogeneous Panel Data," Research Papers 1999_04, University of Liverpool Management School.
- Tom Doan, "undated". "HADRI: RATS procedure to implement Hadri test for unit roots in panel data," Statistical Software Components RTS00084, Boston College Department of Economics.
- Xiao, Ni & Zarnikau, Jay & Damien, Paul, 2007. "Testing functional forms in energy modeling: An application of the Bayesian approach to U.S. electricity demand," Energy Economics, Elsevier, vol. 29(2), pages 158-166, March.
- Broadstock, David C. & Hunt, Lester C., 2010. "Quantifying the impact of exogenous non-economic factors on UK transport oil demand," Energy Policy, Elsevier, vol. 38(3), pages 1559-1565, March.
- David C Broadstock & Lester C Hunt, 2009. "Quantifying the Impact of Exogenous Non-Economic Factors on UK Transport Oil Demand," Surrey Energy Economics Centre (SEEC), School of Economics Discussion Papers (SEEDS) 123, Surrey Energy Economics Centre (SEEC), School of Economics, University of Surrey.
- Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
- Westerlund, Joakim, 2005. "Testing for Error Correction in Panel Data," Working Papers 2005:11, Lund University, Department of Economics.
- Westerlund Joakim, 2006. "Testing for Error Correction in Panel Data," Research Memorandum 056, Maastricht University, Maastricht Research School of Economics of Technology and Organization (METEOR).
- Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, January.
- Jeffrey M. Wooldridge, 2001. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262232197, January.
- Prosser, Richard D., 1985. "Demand elasticities in OECD : Dynamical aspects," Energy Economics, Elsevier, vol. 7(1), pages 9-12, January.
- Welsch, Heinz, 1989. "The reliability of aggregate energy demand functions : An application of statistical specification error tests," Energy Economics, Elsevier, vol. 11(4), pages 285-292, October.
- Olutomi I. Adeyemi & David C. Broadstock, 2009. "Underlying consumer preferences and their contribution to energy demand," OPEC Energy Review, Organization of the Petroleum Exporting Countries, vol. 33(3-4), pages 198-204, September.
- James M. Griffin & Craig T. Schulman, 2005. "Price Asymmetry in Energy Demand Models: A Proxy for Energy-Saving Technical Change?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 1-22.
- John Xu Zheng, 1996. "A consistent test of functional form via nonparametric estimation techniques," Journal of Econometrics, Elsevier, vol. 75(2), pages 263-289, December.
- David J. Spiegelhalter & Nicola G. Best & Bradley P. Carlin & Angelika van der Linde, 2002. "Bayesian measures of model complexity and fit," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 64(4), pages 583-639.
- Deaton, Angus S & Muellbauer, John, 1980. "An Almost Ideal Demand System," American Economic Review, American Economic Association, vol. 70(3), pages 312-326, June. Full references (including those not matched with items on IDEAS)