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Revisiting Energy Demand Relationship: Theory and Empirical Application

Author

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  • Fakhri J. Hasanov

    (Energy and Macroeconomics Department, King Abdullah Petroleum Studies and Research Center, P.O. Box 88550, Riyadh 11672, Saudi Arabia
    Research Program on Forecasting, Economics Department, The George Washington University, 2115 G Street, NW, Washington, DC 20052, USA
    Modeling Socio-economic Processes, Institute of Control Systems, 9 Bakhtiyar Vahabzadeh, Baku 1141, Azerbaijan)

  • Jeyhun I. Mikayilov

    (Energy and Macroeconomics Department, King Abdullah Petroleum Studies and Research Center, P.O. Box 88550, Riyadh 11672, Saudi Arabia
    Department of Statistics and Econometrics, Azerbaijan State University of Economics (UNEC), Istiqlaliyyat Str. 6, Baku AZ1141, Azerbaijan)

Abstract

In this paper, we revisit the theoretical framework for energy demand. We then use this theoretical framework to empirically model the Saudi Arabian industrial electricity demand. We show, in the case of Saudi Arabian data, that imposing parsimonious energy demand specification on data without testing relevant assumptions can lead to biased estimations and noticeably poor approximations, while imposing general energy demand specification without accounting for the data properties can lead to redundant estimations and lower approximation than what could be obtained otherwise. Combining the theory with the data can provide unbiased and irredundant estimations with high levels of approximations. Hence, this paper recommends, based on the empirical findings, that a better strategy would be the combination of theoretical coherence with data coherence in the General to Specific Modeling (GtSM) framework for the empirical analyses of energy demand.

Suggested Citation

  • Fakhri J. Hasanov & Jeyhun I. Mikayilov, 2020. "Revisiting Energy Demand Relationship: Theory and Empirical Application," Sustainability, MDPI, vol. 12(7), pages 1-15, April.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:7:p:2919-:d:342086
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    1. Hendry, David F., 2018. "Deciding between alternative approaches in macroeconomics," International Journal of Forecasting, Elsevier, vol. 34(1), pages 119-135.
    2. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    3. Peter C. B. Phillips & Mico Loretan, 1991. "Estimating Long-run Economic Equilibria," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(3), pages 407-436.
    4. Greening, Lorna A. & Boyd, Gale & Roop, Joseph M., 2007. "Modeling of industrial energy consumption: An introduction and context," Energy Economics, Elsevier, vol. 29(4), pages 599-608, July.
    5. Lutkepohl, Helmut, 1982. "Non-causality due to omitted variables," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 367-378, August.
    6. Frédéric Gonand & Fakhri J. Hasanov & Lester C. Hunt, 2019. "Estimating the Impact of Energy Price Reform on Saudi Arabian Intergenerational Welfare using the MEGIR-SA Model," The Energy Journal, , vol. 40(3), pages 101-124, May.
    7. Triacca, Umberto, 1998. "Non-causality: The role of the omitted variables," Economics Letters, Elsevier, vol. 60(3), pages 317-320, September.
    8. Odhiambo, Nicholas M., 2009. "Electricity consumption and economic growth in South Africa: A trivariate causality test," Energy Economics, Elsevier, vol. 31(5), pages 635-640, September.
    9. Beenstock, Michael & Dalziel, Alan, 1986. "The demand for energy in the UK : A general equilibrium analysis," Energy Economics, Elsevier, vol. 8(2), pages 90-98, April.
    10. Moayad H. Al Rasasi & John H. Qualls, 2020. "Revisiting the Demand for Money in Saudi Arabia," International Journal of Applied Economics, Finance and Accounting, Online Academic Press, vol. 8(1), pages 38-45.
    11. Moayad H. Al Rasasi & John H. Qualls, 2020. "Revisiting the Demand for Money in Saudi Arabia," International Journal of Applied Economics, Finance and Accounting, Online Academic Press, vol. 8(1), pages 38-45.
    12. Bhattacharyya, Subhes C. & Timilsina, Govinda R., 2009. "Energy demand models for policy formulation : a comparative study of energy demand models," Policy Research Working Paper Series 4866, The World Bank.
    13. Kevin D. Hoover & Soren Johansen & Katarina Juselius, 2008. "Allowing the Data to Speak Freely: The Macroeconometrics of the Cointegrated Vector Autoregression," American Economic Review, American Economic Association, vol. 98(2), pages 251-255, May.
    14. Jebaraj, S. & Iniyan, S., 2006. "A review of energy models," Renewable and Sustainable Energy Reviews, Elsevier, vol. 10(4), pages 281-311, August.
    15. Juselius, Katarina, 2006. "The Cointegrated VAR Model: Methodology and Applications," OUP Catalogue, Oxford University Press, number 9780199285679.
    16. Christopoulos, Dimitris K., 2000. "The demand for energy in Greek manufacturing," Energy Economics, Elsevier, vol. 22(5), pages 569-586, October.
    17. Subramanian S. Sriram, 2001. "A Survey of Recent Empirical Money Demand Studies," IMF Staff Papers, Palgrave Macmillan, vol. 47(3), pages 1-3.
    18. Mr. Olumuyiwa S Adedeji & Yacoub Alatrash & Mr. Divya Kirti, 2019. "How Do Changing U.S. Interest Rates Affect Banks in the Gulf Cooperation Council (GCC) Countries?," IMF Working Papers 2019/268, International Monetary Fund.
    19. Atalla, Tarek N. & Hunt, Lester C., 2016. "Modelling residential electricity demand in the GCC countries," Energy Economics, Elsevier, vol. 59(C), pages 149-158.
    20. Julia Campos & Neil R. Ericsson & David F. Hendry, 2005. "General-to-specific modeling: an overview and selected bibliography," International Finance Discussion Papers 838, Board of Governors of the Federal Reserve System (U.S.).
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