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Demand Estimation with Expenditure Measurement Errors on the Left and Right Hand Side

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Author Info
Lewbel, Arthur

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Abstract

Let x be total consumption expenditures. Measurement errors in consumer budget allocation models cause unusual problems because errors in the dependent variables, consumption on individual goods, contribute to errors in the regressor x. Empirically adequate budget share models, like the AIDS, translog, and quadratic AIDS, are linear or quadratic in log x. It is shown that, for these specifications, two stage least squares fails to correct for the measurement error. A simple technique for recovering consistent estimates from two stage least squares is provided, along with an efficient generalized method of moments estimator. The method is applied to U.K. fuel demand data. Copyright 1996 by MIT Press.

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Publisher Info
Article provided by MIT Press in its journal Review of Economics & Statistics.

Volume (Year): 78 (1996)
Issue (Month): 4 (November)
Pages: 718-25
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Handle: RePEc:tpr:restat:v:78:y:1996:i:4:p:718-25

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  1. Paul A. Bekker & Jan van der Ploeg, 2000. "Instrumental Variable Estimation Based on Grouped Data," Econometric Society World Congress 2000 Contributed Papers 1862, Econometric Society. [Downloadable!]
  2. Erling Røed Larsen, 2002. "Estimating Latent Total Consumption in a Household," Discussion Papers 324, Research Department of Statistics Norway. [Downloadable!]
  3. Thomas Crossley & Hamish Low, 2005. "Unexploited connections between intra- and inter-temporal allocation," IFS Working Papers W05/25, Institute for Fiscal Studies. [Downloadable!]
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  4. Kelly, Clare & Gauthier Lanot, 2002. "Consumption Patterns Over Pay Periods," The Warwick Economics Research Paper Series (TWERPS) 656, University of Warwick, Department of Economics. [Downloadable!]
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  5. Erich Battistin, 2003. "Errors in survey reports of consumption expenditures," IFS Working Papers W03/07, Institute for Fiscal Studies. [Downloadable!]
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  6. Brännlund, Runar & Nordström, Jonas, 2001. "Modelling Consumer Demand and Household Labour Supply: Welfare Effects of Increasing Carbon Taxes," UmeÃ¥ Economic Studies 571, Umeå University, Department of Economics. [Downloadable!]
  7. Orazio Attanasio & Erich Battistin & Alice Mesnard, 2009. "Food and cash transfers: evidence from Colombia," IFS Working Papers W09/15, Institute for Fiscal Studies. [Downloadable!]
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  8. Daniel Miles & Andrés Pereyra & Máximo Rossi, 2000. "Income Elasticity of Environmental Amenities," Documentos de Trabajo (working papers) 0200, Department of Economics - dECON. [Downloadable!]
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