Accounting for differences in choice opportunities in analyses of energy expenditure
Zero expenditure poses several challenges when estimating demand systems. Zero expenditure on energy goods occur due to limited opportunity to consume the good or because the household chooses not to use all available equipment (corner solution). In this paper we develop a method to estimate an Almost Ideal Demand System (AIDS) of household energy demand simultaneously using a Maximum Likelihood approach. The multivariate density of energy expenditures depends on the consumption opportunity of the individual household. We model the choice of corner solutions by a stochastic Kuhn-Tucker condition, and distinguish between zero expenditure due to limited consumption opportunities and corner solutions by using a Double Hurdle model. We find that accounting for zero expenditure in the estimation has a significant effect on the estimated parameters. Assuming stochastic interdependence between expenditures on different energy goods within the household, in addition to accounting for zero expenditure, has only a minor effect on the estimated coefficients.
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- 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.
- Deaton, Angus & Irish, Margaret, 1984. "Statistical models for zero expenditures in household budgets," Journal of Public Economics, Elsevier, vol. 23(1-2), pages 59-80.
- Amemiya, Takeshi, 1974. "Multivariate Regression and Simultaneous Equation Models when the Dependent Variables Are Truncated Normal," Econometrica, Econometric Society, vol. 42(6), pages 999-1012, November.
- Heien, Dale & Wessells, Cathy Roheim, 1990. "Demand Systems Estimation with Microdata: A Censored Regression Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 8(3), pages 365-371, July.
- Deaton,Angus & Muellbauer,John, 1980. "Economics and Consumer Behavior," Cambridge Books, Cambridge University Press, number 9780521296762, December.
- M. Burton & M. Tomlinson & T. Young, 1994. "Consumers' Decisions Whether Or Not To Purchase Meat: A Double Hurdle Analysis Of Single Adult Households," Journal of Agricultural Economics, Wiley Blackwell, vol. 45(2), pages 202-212.
- Pashardes, Panos, 1993. "Bias in Estimating the Almost Ideal Demand System with the Stone Index Approximation," Economic Journal, Royal Economic Society, vol. 103(419), pages 908-915, July.
- Alpaslan Akay & Corrado Giulietti & Juan Robalino & Klaus Zimmermann, 2014.
"Remittances and well-being among rural-to-urban migrants in China,"
Review of Economics of the Household,
Springer, vol. 12(3), pages 517-546, September.
- Alpaslan Akay & Corrado Giulietti & Juan D. Robalino & Klaus F. Zimmermann, 2013. "Remittances and Well-Being among Rural-to-Urban Migrants in China," Working Papers 1447, Princeton University, Department of Economics, Industrial Relations Section..
- Akay, Alpaslan & Giulietti, Corrado & Robalino, Juan David & Zimmermann, Klaus F., 2012. "Remittances and Well-Being among Rural-to-Urban Migrants in China," IZA Discussion Papers 6631, Institute for the Study of Labor (IZA).
- Michael Ransom, 1985.
"A Comment on Consumer Demand Systems with Binding Non-Negativity Constraints,"
572, Princeton University, Department of Economics, Industrial Relations Section..
- Ransom, Michael R., 1987. "A comment on consumer demand systems with binding non-negativity constraints," Journal of Econometrics, Elsevier, vol. 34(3), pages 355-359, March.
- Fry, Vanessa & Pashardes, Panos, 1994. "Abstention and Aggregation in Consumer Demand: Zero Tobacco Expenditures," Oxford Economic Papers, Oxford University Press, vol. 46(3), pages 502-518, July.
- Garcia, Jaume & Labeaga, Jose M, 1996. "Alternative Approaches to Modelling Zero Expenditure: An Application to Spanish Demand for Tobacco," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(3), pages 489-506, August.
- Carol Newman & Maeve Henchion & Alan Matthews, 2003.
"A double-hurdle model of Irish household expenditure on prepared meals,"
Taylor & Francis Journals, vol. 35(9), pages 1053-1061.
- Carol Newman & Maeve Henchion & Alan Matthews, 2001. "A Double-Hurdle Model of Irish Household Expenditure on Prepared Meals," Trinity Economics Papers 200119, Trinity College Dublin, Department of Economics.
- Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
- Jane Fry & Tim Fry & Keith McLaren & Tanya Smith, 2001. "Modelling zeroes in microdata," Applied Economics, Taylor & Francis Journals, vol. 33(3), pages 383-392.
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