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Reconciling Household Surveys and National Accounts Data Using a Cross Entropy Estimation Method

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Anne-Sophie Robilliard
Sherman Robinson

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Abstract

This paper presents an approach to reconciling household surveys and national accounts data. The problem is how to use the information provided by the national accounts data to re-estimate the household weights used in the survey so that the survey results are consistent with the aggregate data. The estimation approach uses an estimation criterion based on an entropy measure of information. The survey household weights are treated as a prior. New weights are estimated that are close to the prior and that are also consistent with the additional information. This approach is implemented to reconcile household survey data and macro data for Madagascar. The results indicate that the approach is powerful and flexible, supporting the efficient use of information from a variety of sources to reconcile data at different levels of aggregation in a consistent framework. Copyright 2003 by the International Association for Research in Income and Wealth.

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Publisher Info
Article provided by Blackwell Publishing in its journal Review of Income and Wealth.

Volume (Year): 49 (2003)
Issue (Month): 3 (09)
Pages: 395-406
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Handle: RePEc:bla:revinw:v:49:y:2003:i:3:p:395-406

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  1. Yusuf, Arief Anshory, 2006. "On the re-assessment of inequality in Indonesia: household survey or national account?," MPRA Paper 1728, University Library of Munich, Germany. [Downloadable!]
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  2. Bussolo, Maurizio & Lay, Jann & van der Mensbrugghe, Dominique, 2006. "Structural change and poverty reduction in Brazil : the impact of the Doha Round," Policy Research Working Paper Series 3833, The World Bank. [Downloadable!]
  3. Colombo, Giulia, 2008. "Linking CGE and Microsimulation Models: A Comparison of Different Approaches," ZEW Discussion Papers 08-054, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research. [Downloadable!]
  4. Robilliard, Anne-Sophie & Robinson, Sherman, 2005. "The social impact of a WTO agreement in Indonesia," Policy Research Working Paper Series 3747, The World Bank. [Downloadable!]
  5. Hanson, Kenneth & Somwaru, Agapi, 2003. "Distributional Effects Of U.S. Farm Commodity Programs: Accounting For Farm And Non-Farm Households," 2003 Annual meeting, July 27-30, Montreal, Canada 21944, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  6. Yusuf, Arief Anshory, 2006. "Constructing Indonesian Social Accounting Matrix for Distributional Analysis in the CGE Modelling Framework," MPRA Paper 1730, University Library of Munich, Germany. [Downloadable!]
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  7. Thomas Hertel & Jeffrey Reimer, 2005. "Predicting the poverty impacts of trade reform," Journal of International Trade & Economic Development, Taylor and Francis Journals, vol. 14(4), pages 377-405, December. [Downloadable!] (restricted)
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  8. Pierre-Richard Agénor & Derek Chen & Michael Grimm, 2004. "Linking Representative Household Models with Household Surveys for Poverty Analysis A Comparison of Alternative Methodologies," Development and Comp Systems 0405006, EconWPA. [Downloadable!]
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  9. repec:dia:wpaper:dt200411 is not listed on IDEAS
  10. Claudio R Karl, 2004. "How Can Tax Policies And Macroeconomic Shocks Affect The Poor? A Quantitative Assessment Using A Computable General Equilibrium Framework For Colombia," ENSAYOS SOBRE POLÍTICA ECONÓMICA, BANCO DE LA REPÚBLICA - ESPE. [Downloadable!]
  11. Nabil Annabi & Fatou Cissé & John Cockburn & Bernard Decaluwé, 2005. "Trade Liberalisation, Growth and Poverty in Senegal: a Dynamic Microsimulation CGE Model Analysis," Cahiers de recherche 0512, CIRPEE. [Downloadable!]
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