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Residential Energy Demand: a Multiple Discrete-Continuous Extreme Value Model using Italian Expenditure Data

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The economic analysis of energy consumption is mostly focused on single components of total expenditure in energy-consuming services. The discrete-continuous models, following the formulation of Hanemann (1984), consider the case of perfect substitute goods: the maximization process leads to extreme corner solutions in which only one alternative is selected. According to this model the literature on energy consumption is limited to study some components of total energy consumption, i.e. space and water heating or transportation. Following the path opened by Pinjari and Bhat (2010), the goal of this paper is to build a multiple discrete-continuous model of residential energy demand based on Italian expenditure data. A non-linear utility structure, originally used in Kim et al. (2002) and extended in Bhat (2005), is implemented within the Kuhn-Tucker multiple-discrete economic model of consumer demand proposed by Wales and Woodland (1983). The paper here presented is the first application of this model to Italian expenditure data. The model predict parameters stability over time and low price elasticities for electricity (0.56) and natural gas (1.17). Considerble variations in natural gas expenditures (+54%) are predicted in case of climate changes measured of increases in Heating Degree Days (+15%).

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  • Frontuto Vito, 2012. "Residential Energy Demand: a Multiple Discrete-Continuous Extreme Value Model using Italian Expenditure Data," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201203, University of Turin.
    • Handle: RePEc:uto:dipeco:201203
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    1. Jean-Thomas Bernard & Denis Bolduc & Donald Belanger, 1996. "Quebec Residential Electricity Demand: A Microeconometric Approach," Canadian Journal of Economics, Canadian Economics Association, vol. 29(1), pages 92-113, February.
    2. Enrica De Cian & Elisa Lanzi & Roberto Roson, 2007. "The Impact of Temperature Change on Energy Demand: A Dynamic Panel Analysis," Working Papers 2007.46, Fondazione Eni Enrico Mattei.
    3. repec:bla:scandj:v:103:y:2001:i:1:p:165-84 is not listed on IDEAS
    4. Nevo, Aviv, 2001. "Measuring Market Power in the Ready-to-Eat Cereal Industry," Econometrica, Econometric Society, vol. 69(2), pages 307-342, March.
    5. Vaage, Kjell, 2000. "Heating technology and energy use: a discrete/continuous choice approach to Norwegian household energy demand," Energy Economics, Elsevier, vol. 22(6), pages 649-666, December.
    6. Rudolf K.-H. Dennerlein, 1987. "Residential Demand for Electrical Appliances and Electricity in the Federal Republic of Germany," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 69-86.
    7. Bigano, Andrea & Bosello, Francesco & Marano, Giuseppe, 2006. "Energy Demand and Temperature: A Dynamic Panel Analysis," International Energy Markets Working Papers 12117, Fondazione Eni Enrico Mattei (FEEM).
    8. Kelvin J. Lancaster, 1966. "A New Approach to Consumer Theory," Journal of Political Economy, University of Chicago Press, vol. 74(2), pages 132-132.
    9. Halvorsen, Bente & Larsen, Bodil M., 2001. "The flexibility of household electricity demand over time," Resource and Energy Economics, Elsevier, vol. 23(1), pages 1-18, January.
    10. Hanemann, W Michael, 1984. "Discrete-Continuous Models of Consumer Demand," Econometrica, Econometric Society, vol. 52(3), pages 541-561, May.
    11. Wales, T. J. & Woodland, A. D., 1983. "Estimation of consumer demand systems with binding non-negativity constraints," Journal of Econometrics, Elsevier, vol. 21(3), pages 263-285, April.
    12. Dubin, Jeffrey A & McFadden, Daniel L, 1984. "An Econometric Analysis of Residential Electric Appliance Holdings and Consumption," Econometrica, Econometric Society, vol. 52(2), pages 345-362, March.
    13. Bhat, Chandra R., 2005. "A multiple discrete-continuous extreme value model: formulation and application to discretionary time-use decisions," Transportation Research Part B: Methodological, Elsevier, vol. 39(8), pages 679-707, September.
    14. Jerry A. Hausman, 1979. "Individual Discount Rates and the Purchase and Utilization of Energy-Using Durables," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 33-54, Spring.
    15. Larsen, Bodil Merethe & Nesbakken, Runa, 2004. "Household electricity end-use consumption: results from econometric and engineering models," Energy Economics, Elsevier, vol. 26(2), pages 179-200, March.
    16. Cameron, Trudy Ann, 1985. "A Nested Logit Model of Energy Conservation Activity by Owners of Existing Single Family Dwellings," The Review of Economics and Statistics, MIT Press, vol. 67(2), pages 205-211, May.
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