IDEAS home Printed from https://ideas.repec.org/a/eco/journ2/2024-01-26.html
   My bibliography  Save this article

Semi-Nonparametric Estimation of Energy Demand in Tunisia

Author

Listed:
  • Monia Landolsi

    (Department of Basic Sciences, Deanship of Preparatory Year and Supporting Studies, Imam Abdulrahman Bin Faisal University, P.O. Box 1982, Dammam, 34212, Saudi Arabia)

  • Kamel Bel Hadj Miled

    (Department of Business Administration, University of Shaqra, Saudi Arabia; & University of Sousse, Higher Institute of Management, Sousse, Tunisia)

Abstract

In this paper, we have studied the possibilities of substitution between different forms of energy at the sectoral level in Tunisia. Indeed, we estimated a globally flexible functional form of Fourier type using the iterative Zellner’s seemingly unrelated regression (ITSUR). Contrary to several previous studies in the literature, we calculated the price (proper and crossed) and income elasticities, the elasticities of substitution in the sense of Allen, as well as the elasticities of substitution in the sense of Morishima for the period (1980-2017). The results show that price and income elasticities differ from one energy product to another and from one sector to another, depending on the destination (final or intermediate) and the nature of use. Additionally, the findings suggest that energy demand is more sensitive to changes in income rather than changes in price. It is noteworthy that the absolute value of price elasticity is lower than that of income elasticity. Implementing an appropriate pricing policy can help limit the income effect and encourage economic agents to make efforts to save energy. Our results also indicate that any pricing policy aiming to reduce energy consumption must consider the possibilities of substituting between products. Otherwise, this policy may yield results contrary to the intended objectives.

Suggested Citation

  • Monia Landolsi & Kamel Bel Hadj Miled, 2024. "Semi-Nonparametric Estimation of Energy Demand in Tunisia," International Journal of Energy Economics and Policy, Econjournals, vol. 14(1), pages 254-263, January.
  • Handle: RePEc:eco:journ2:2024-01-26
    as

    Download full text from publisher

    File URL: https://www.econjournals.com/index.php/ijeep/article/download/15100/7667
    Download Restriction: no

    File URL: https://www.econjournals.com/index.php/ijeep/article/view/15100
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. repec:bla:econom:v:70:y:2003:i:277:p:99-120 is not listed on IDEAS
    2. William A. Barnett & Douglas Fisher & Apostolos Serletis, 2006. "Consumer Theory and the Demand for Money," World Scientific Book Chapters, in: Money And The Economy, chapter 1, pages 3-43, World Scientific Publishing Co. Pte. Ltd..
    3. Gallant, Ronald & Tauchen, George, 1989. "Seminonparametric Estimation of Conditionally Constrained Heterogeneous Processes: Asset Pricing Applications," Econometrica, Econometric Society, vol. 57(5), pages 1091-1120, September.
    4. Douglas Fisher & Adrian R. Fleissig & Apostolos Serletis, 2006. "An Empirical Comparison of Flexible Demand System Functional Forms," World Scientific Book Chapters, in: Money And The Economy, chapter 13, pages 247-277, World Scientific Publishing Co. Pte. Ltd..
    5. William A. Barnett & Michael Wolfe, 2004. "Semi-nonparametric Bayesian Estimation of the Asymptotically Ideal Production Model1," Contributions to Economic Analysis, in: Functional Structure and Approximation in Econometrics, pages 303-349, Emerald Group Publishing Limited.
    6. Anderson, Richard G. & Duca, John V. & Fleissig, Adrian R. & Jones, Barry E., 2019. "New monetary services (Divisia) indexes for the post-war U.S," Journal of Financial Stability, Elsevier, vol. 42(C), pages 3-17.
    7. William A. Barnett & Michael Wolfe, 2004. "The Global Properties of the Two Minflex Laurent Flexible Functional Forms," Contributions to Economic Analysis, in: Functional Structure and Approximation in Econometrics, pages 141-157, Emerald Group Publishing Limited.
    8. Apostolos Serletis, 2012. "Interfuel Substitution in the United States," World Scientific Book Chapters, in: Interfuel Substitution, chapter 2, pages 11-35, World Scientific Publishing Co. Pte. Ltd..
    9. Barnett, William A. & Serletis, Apostolos, 2008. "Consumer preferences and demand systems," Journal of Econometrics, Elsevier, vol. 147(2), pages 210-224, December.
    10. Fleissig, Adrian R. & Jones, Barry E., 2015. "The impact of commercial sweeping on the demand for monetary assets during the Great Recession," Journal of Macroeconomics, Elsevier, vol. 45(C), pages 412-422.
    11. Barnett, William A. & Lee, Yul W. & Wolfe, Michael D., 1985. "The three-dimensional global properties of the minflex laurent, generalized leontief, and translog flexible functional forms," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 3-31.
    12. Christensen, Laurits R & Jorgenson, Dale W & Lau, Lawrence J, 1973. "Transcendental Logarithmic Production Frontiers," The Review of Economics and Statistics, MIT Press, vol. 55(1), pages 28-45, February.
    13. Apostolos Serletis & Asghar Shahmoradi, 2006. "Semi-Nonparametric Estimates of the Demand for Money in the United States," World Scientific Book Chapters, in: Money And The Economy, chapter 14, pages 278-298, World Scientific Publishing Co. Pte. Ltd..
    14. Fisher, Douglas & Fleissig, Adrian R, 1997. "Monetary Aggregation and the Demand for Assets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(4), pages 458-475, November.
    15. Gallant, A. Ronald, 1982. "Unbiased determination of production technologies," Journal of Econometrics, Elsevier, vol. 20(2), pages 285-323, November.
    16. Gallant, A. Ronald, 1981. "On the bias in flexible functional forms and an essentially unbiased form : The fourier flexible form," Journal of Econometrics, Elsevier, vol. 15(2), pages 211-245, February.
    17. Mitchell, Karlyn & Onvural, Nur M, 1996. "Economies of Scale and Scope at Large Commercial Banks: Evidence from the Fourier Flexible Functional Form," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(2), pages 178-199, May.
    18. Serletis, Apostolos & Shahmoradi, Asghar, 2008. "Semi-nonparametric estimates of interfuel substitution in U.S. energy demand," Energy Economics, Elsevier, vol. 30(5), pages 2123-2133, September.
    19. Fleissig, Adrian R & Swofford, James L, 1997. "Dynamic Asymptotically Ideal Models and Finite Approximation," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(4), pages 482-492, October.
    20. Diewert, Walter E & Wales, Terence J, 1987. "Flexible Functional Forms and Global Curvature Conditions," Econometrica, Econometric Society, vol. 55(1), pages 43-68, January.
    21. Gallant, A. Ronald & Golub, Gene H., 1984. "Imposing curvature restrictions on flexible functional forms," Journal of Econometrics, Elsevier, vol. 26(3), pages 295-321, December.
    22. Adrian R. Fleissig & Apostolos Serletis, 2002. "Semi-non-parametric estimates of substitution for Canadian monetary assets," Canadian Journal of Economics, Canadian Economics Association, vol. 35(1), pages 78-91, February.
    23. Guilkey, David K & Lovell, C A Knox & Sickles, Robin C, 1983. "A Comparison of the Performance of Three Flexible Functional Forms," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 24(3), pages 591-616, October.
    24. Diewert, W E, 1971. "An Application of the Shephard Duality Theorem: A Generalized Leontief Production Function," Journal of Political Economy, University of Chicago Press, vol. 79(3), pages 481-507, May-June.
    25. Hirofumi Uzawa, 1962. "Production Functions with Constant Elasticities of Substitution," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 29(4), pages 291-299.
    26. Serletis, Apostolos & Rangel-Ruiz, Ricardo, 2005. "Microeconometrics and measurement matters: Some results from monetary economics for Canada," Journal of Macroeconomics, Elsevier, vol. 27(2), pages 307-330, June.
    27. Barnett, William A. & Serletis, Apostolos, 2008. "Measuring Consumer Preferences and Estimating Demand Systems," MPRA Paper 12318, University Library of Munich, Germany.
    28. Haroon Sarwar & Zakir Hussain & Masood Sarwar, 2011. "A Semi-Nonparametric Approach to the Demand for Money in Pakistan," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 16(2), pages 87-110, Jul-Dec.
    29. Fleissig, Adrian R. & Hall, Alastair R. & Seater, John J., 2000. "Garp, Separability, And The Representative Agent," Macroeconomic Dynamics, Cambridge University Press, vol. 4(3), pages 324-342, September.
    30. Gallant, A Ronald & Nychka, Douglas W, 1987. "Semi-nonparametric Maximum Likelihood Estimation," Econometrica, Econometric Society, vol. 55(2), pages 363-390, March.
    31. 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.
    32. 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.
    33. Guilkey, David K & Lovell, C A Knox, 1980. "On the Flexibility of the Translog Approximation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 21(1), pages 137-147, February.
    34. Fleissig, Adrian & Swofford, James L., 1996. "A dynamic asymptotically ideal model of money demand," Journal of Monetary Economics, Elsevier, vol. 37(2-3), pages 371-380, April.
    35. Barnett, William A. & Jonas, Andrew B., 1983. "The Muntz-Szatz demand system : An application of a globally well behaved series expansion," Economics Letters, Elsevier, vol. 11(4), pages 337-342.
    36. Arthur Havenner & Atanu Saha, 1999. "Globally Flexible Asymptotically Ideal Models," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(3), pages 703-710.
    37. Fisher, Douglas, 1992. "Money-Demand Variability: A Demand-Systems Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 10(2), pages 143-151, April.
    38. Berndt, Ernst R & Savin, N Eugene, 1975. "Estimation and Hypothesis Testing in Singular Equation Systems with Autoregressive Disturbances," Econometrica, Econometric Society, vol. 43(5-6), pages 937-957, Sept.-Nov.
    39. Fleissig, Adrian R, 1997. "The Consumer Consumption Conundrum: An Explanation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 29(2), pages 177-192, May.
    40. V. Eldon Ball & Robert G. Chambers, 1982. "An Economic Analysis of Technology in the Meat Products Industry," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 64(4), pages 699-709.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Barnett, William A. & Serletis, Apostolos, 2008. "Consumer preferences and demand systems," Journal of Econometrics, Elsevier, vol. 147(2), pages 210-224, December.
    2. Haroon Sarwar & Zakir Hussain & Masood Sarwar, 2011. "A Semi-Nonparametric Approach to the Demand for Money in Pakistan," Lahore Journal of Economics, Department of Economics, The Lahore School of Economics, vol. 16(2), pages 87-110, Jul-Dec.
    3. Adrian R. Fleissig, 2016. "Changing Trends in U.S. Alcohol Demand," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 44(3), pages 263-276, September.
    4. Jin, Man, 2018. "Measuring substitution in China's monetary-assets demand system," China Economic Review, Elsevier, vol. 50(C), pages 117-132.
    5. Douglas Fisher & Adrian R. Fleissig & Apostolos Serletis, 2006. "An Empirical Comparison of Flexible Demand System Functional Forms," World Scientific Book Chapters, in: Money And The Economy, chapter 13, pages 247-277, World Scientific Publishing Co. Pte. Ltd..
    6. Barnett, William A. & Serletis, Apostolos, 2008. "Measuring Consumer Preferences and Estimating Demand Systems," MPRA Paper 12318, University Library of Munich, Germany.
    7. Serletis, Apostolos & Rangel-Ruiz, Ricardo, 2005. "Microeconometrics and measurement matters: Some results from monetary economics for Canada," Journal of Macroeconomics, Elsevier, vol. 27(2), pages 307-330, June.
    8. William Barnett & Ousmane Seck, 2006. "Rotterdam vs Almost Ideal Models: Will the Best Demand Specification Please Stand Up?," WORKING PAPERS SERIES IN THEORETICAL AND APPLIED ECONOMICS 200605, University of Kansas, Department of Economics.
    9. Serletis, Apostolos & Shahmoradi, Asghar, 2010. "Consumption effects of government purchases," Journal of Macroeconomics, Elsevier, vol. 32(3), pages 892-905, September.
    10. Serletis, Apostolos & Xu, Libo, 2020. "Functional monetary aggregates, monetary policy, and business cycles," Journal of Economic Dynamics and Control, Elsevier, vol. 121(C).
    11. Fleissig, Adrian R. & Jones, Barry E., 2023. "U.K. household-sector money demand during Brexit and the pandemic," Economic Modelling, Elsevier, vol. 123(C).
    12. William A. Barnett & Ikuyasu Usui, 2007. "The Theoretical Regularity Properties of the Normalized Quadratic Consumer Demand Model," International Symposia in Economic Theory and Econometrics, in: Functional Structure Inference, pages 107-127, Emerald Group Publishing Limited.
    13. William A. Barnett & Ousmane Seck, 2008. "Rotterdam model versus almost ideal demand system: will the best specification please stand up?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(6), pages 795-824.
    14. Drake, Leigh & Fleissig, Adrian R., 2010. "Substitution between monetary assets and consumer goods: New evidence on the monetary transmission mechanism," Journal of Banking & Finance, Elsevier, vol. 34(11), pages 2811-2821, November.
    15. Apostolos Serletis & Libo Xu, 2020. "Demand systems with heteroscedastic disturbances," Empirical Economics, Springer, vol. 58(4), pages 1913-1921, April.
    16. Serletis, Apostolos & Timilsina, Govinda & Vasetsky, Olexandr, 2009. "On interfuel substitution : some international evidence," Policy Research Working Paper Series 5026, The World Bank.
    17. Serletis, Apostolos & Xu, Libo, 2021. "The welfare cost of inflation," Journal of Economic Dynamics and Control, Elsevier, vol. 128(C).
    18. Nurul Hossain, A.K.M. & Serletis, Apostolos, 2017. "A century of interfuel substitution," Journal of Commodity Markets, Elsevier, vol. 8(C), pages 28-42.
    19. William A. Barnett & Milka Kirova & Meenakshi Pasupathy, 1996. "Technology Modeling: Curvature is not Sufficient for Regularity," Econometrics 9602002, University Library of Munich, Germany, revised 24 Jun 1999.
    20. Mark Jensen, 1997. "Revisiting the flexibility and regularity properties of the asymptotically ideal production model," Econometric Reviews, Taylor & Francis Journals, vol. 16(2), pages 179-203.

    More about this item

    Keywords

    Fourier Flexible Functional Form; Iterative Zellner’s Seemingly Unrelated Regression; Energy Demand; Income and Price Elasticities; Elasticities of Substitution;
    All these keywords.

    JEL classification:

    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables
    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eco:journ2:2024-01-26. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Ilhan Ozturk (email available below). General contact details of provider: http://www.econjournals.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.