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Recovering Information from Incomplete or Partial Multisectoral Economic Data

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Author Info
Golan, Amos
Judge, George
Robinson, Sherman

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Abstract

The problem of recovering the entries of a large matrix of expenditure, trade, or income flows from limited-incomplete multisectoral economic data is considered. Making use of some consistency and adding up restrictions, the problem is cast as a pure inverse problem and specified within a nonlinear optimization framework. Estimates of the unknown entries are provided along with an overall measure of uncertainty for the complete matrix and a measure of uncertainty for the individual elements. Artificial and real data are used to illustrate how the procedures may be applied and interpreted and to gauge performance under entropy and squared error measures. Copyright 1994 by MIT Press.

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

Volume (Year): 76 (1994)
Issue (Month): 3 (August)
Pages: 541-49
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Handle: RePEc:tpr:restat:v:76:y:1994:i:3:p:541-49

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  2. George Judge & Douglas Miller & Wendy Cho, 2003. "An Information Theoretic Approach to Ecological Estimation and Inference," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series 946, Department of Agricultural & Resource Economics, UC Berkeley. [Downloadable!]
  3. Kaplan, Jonathan D. & Howitt, Richard E., 1997. "Nonpoint Source Pollution, Incomplete Information and Learning : An Entropy Approach," 1997 Annual Meeting, July 13-16, 1997, Reno\Sparks, Nevada 35777, Western Agricultural Economics Association. [Downloadable!]
  4. Canning, Patrick & Wang, Zhi, 2004. "A flexible modeling framework to estimate interregional trade patterns and input-output accounts," Policy Research Working Paper Series 3359, The World Bank. [Downloadable!]
  5. Esteban Fernández & Bart Los & Carmen Carvajal, 2005. "Path Based Shift-Share Analysis -Using Additional Information in Decomposing Regional Economic Changes," ERSA conference papers ersa05p465, European Regional Science Association. [Downloadable!]
  6. Ramos Carvajal, Carmen & Fernández Vázquez, Esteban, 2002. "Temporal projection of an input-output tables series for the region of Asturias," ERSA conference papers ersa02p211, European Regional Science Association. [Downloadable!]
  7. Ahearn, Mary & Yee, Jet & Ball, Eldon & Nehring, Rich, 1998. "Agricultural Productivity in the United States," Agricultural Information Bulletins 33687, United States Department of Agriculture, Economic Research Service. [Downloadable!]
  8. Howitt, Richard E. & Msangi, Siwa, 2002. "Reconstructing Disaggregate Production Functions," 2002 Annual meeting, July 28-31, Long Beach, CA 19585, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  9. Alvarez Herrero, Ruben & Garcia, Ana Salome & Ramos Carvajal, Carmen, 2002. "Spatial projection of input-ouput tables for small areas," ERSA conference papers ersa02p213, European Regional Science Association. [Downloadable!]
  10. Msangi, Siwa & Howitt, Richard E., 2006. "Estimating Disaggregate Production Functions: An Application to Northern Mexico," 2006 Annual meeting, July 23-26, Long Beach, CA 21080, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association). [Downloadable!]
  11. Fontana, Marzia & Wobst, Peter, 2001. "A gendered 1993-94 Social Accounting Matrix for Bangladesh," TMD discussion papers 74, International Food Policy Research Institute (IFPRI). [Downloadable!]
  12. G. Ferrari & Giorgio Garau & P. Lecca, 2009. "Constructing a Social Accounting Matrix for Sardinia," Working Paper CRENoS 200902, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia. [Downloadable!]
  13. Fernández Vázquez, Esteban, 2006. "Path Based SDA with additional information of the dependent variable/Path Based SDA con información adicional de la variable dependiente," Estudios de Economía Aplicada, Estudios de Economía Aplicada, vol. 24, pages 645 (29 p, Agosto. [Downloadable!] (restricted)
  14. Chulu, Osten & Wobst, Peter, 2001. "A 1998 Social Accounting Matrix for Malawi," TMD discussion papers 69, International Food Policy Research Institute (IFPRI). [Downloadable!]
  15. Sherman Robinson, Andrea Cattaneo, Moataz El-Said, 2001. "Updating and Estimating a Social Accounting Matrix Using Cross Entropy Methods," Economic Systems Research, Taylor and Francis Journals, vol. 13(1), pages 47-64, March. [Downloadable!] (restricted)
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  16. M. Alejandro Cardenete & Ferran Sancho, 2002. "Sensitivity of Simulation Results to Competing SAM Updates," UFAE and IAE Working Papers 556.02, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC). [Downloadable!]
  17. McDonald, S. & Punt, C., 2005. "General equilibrium modelling in South Africa: What the future holds," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 44(1), March. [Downloadable!]
  18. Amos Golan, Stephen J. Vogel, 2000. "Estimation of Non-Stationary Social Accounting Matrix Coefficients with Supply-Side Information," Economic Systems Research, Taylor and Francis Journals, vol. 12(4), pages 447-471, December. [Downloadable!] (restricted)
  19. Devarajan, Shantayanan & Robinson, Sherman, 2002. "The influence of computable general equilibrium models on policy," TMD discussion papers 98, International Food Policy Research Institute (IFPRI). [Downloadable!]
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