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Estimation of Censored Demand Equations from Large Cross-Section Data

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Author Info
 Perali, Federico
Chavas, Jean-Paul

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Abstract

The article develops an alternative econometric methodology to estimate a system of censored demand equations using a large cross-section data from Colombian urban households. The approach preserves the behavioral information expressed by zero expenditures and conforms with the requirements imposed by consumer theory in a way consistent with the random utility hypothesis. We motivate the choice of the Tobit model as a statistical representation of consumer behavior and introduce the methodology by specifying the AIDS model modified according to both a translating and scaling demographic transformation. We propose to estimate each demand equation in unrestricted form using the jackknife technique. We then recover the demand parameters imposing the cross-equations restrictions by using minimum distance estimation. The empirical results of the censored demand system for specific households of policy relevance are reported. Copyright 2000 by American Agricultural Economics Association

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Publisher Info
Article provided by American Agricultural Economics Association in its journal American Journal of Agricultural Economics.

Volume (Year): 82 (2000)
Issue (Month): 4 (November)
Pages: 1022-37
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Handle: RePEc:bla:ajagec:v:82:y:2000:i:4:p:1022-37

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  1. Mikkel Barslund, 2007. "Regional Differences in Food Consumption in Urban Mozambique: A Censored Demand System Approach," Discussion Papers 07-15, University of Copenhagen. Department of Economics. [Downloadable!]
  2. Carlos Arias & Vincenzo Atella & Raffaella Castagnini & Federico Perali, 2003. "Estimation of the Sharing Rule between Adults and Children and Related Equivalence Scales within a Collective Consumption Framework," CHILD Working Papers wp07_03, CHILD - Centre for Household, Income, Labour and Demographic economics - ITALY. [Downloadable!]
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  3. Huang, Chung L. & Yen, Steven T., 2002. "Estimation Of A Demand System With Limited Dependent Variables," 2002 Annual meeting, July 28-31, Long Beach, CA 19592, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  4. Gould, Brian W. & Lee, Yoonjung & Dong, Diansheng & Villarreal, Hector J., 2002. "Household Size And Composition Impacts On Meat Demand In Mexico: A Censored Demand System Approach," 2002 Annual meeting, July 28-31, Long Beach, CA 19722, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  5. Silvia Tiezzi & Fabrizio balli, 2008. "Households Consumption Patterns and Equivalence Scales in Italy: 1997-2004," Department of Economics University of Siena 535, Department of Economics, University of Siena. [Downloadable!]
  6. Gould, Brian W. & Dong, Diansheng, 2004. "Product Quality And The Demand For Food: The Case Of Urban China," 2004 Annual meeting, August 1-4, Denver, CO 20010, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  7. Yen, Steven T. & Lin, Biing-Hwan, 2004. "A Sample Selection Approach To Censored Demand Systems," 2004 Annual meeting, August 1-4, Denver, CO 20082, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  8. Lanfranco, Bruno A. & Ames, Glenn C.W. & Huang, Chung L., 2001. "A Censored System Estimation Of Hispanic Household Food Consumption Patterns," Faculty Series 16720, University of Georgia, Department of Agricultural and Applied Economics. [Downloadable!]
  9. Pofahl, Geoffrey M. & Capps, Oral, Jr. & Clauson, Annette, 2005. "Demand for Non-Alcoholic Beverages: Evidence From The ACNielsen Home Scan Panel," 2005 Annual meeting, July 24-27, Providence, RI 19441, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  10. Yen, Steven T. & Huang, Chung L., 2002. "Cross-Sectional Estimation Of U.S. Demand For Beef Products: A Censored System Approach," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 27(02), December. [Downloadable!]
  11. Gould, Brian & Yen, Steven, 2002. "Food Demand In Mexico: A Quasi-Maximum Likelihood Approach," 2002 Annual meeting, July 28-31, Long Beach, CA 19667, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
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