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Stochastic input-output modeling

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  • Gurgul, Henryk

Abstract

Input-output data (IO data) are compiled by survey methods, which are based on a sample. It is well known, that IO matrices are not stable over time. Therefore different actualizations methods have been developed. Econometric methods play important role in the realization of input-output matrices. These methods, on the basis of the relevant data, can facilitate the formulation of IO value forecasts. Established parameter and random term estimators are a source of uncertainty for IO parameters. In a historical perspective the author discusses stochastic methods in IO theory as well as their applications.

Suggested Citation

  • Gurgul, Henryk, 2007. "Stochastic input-output modeling," MPRA Paper 68573, University Library of Munich, Germany, revised 2007.
  • Handle: RePEc:pra:mprapa:68573
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    References listed on IDEAS

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    1. West, Guy R, 1986. "A Stochastic Analysis of an Input-Output Model," Econometrica, Econometric Society, vol. 54(2), pages 363-374, March.
    2. Simonovits, A, 1975. "A Note on the Underestimation and Overestimation of the Leontief Inverse," Econometrica, Econometric Society, vol. 43(3), pages 493-498, May.
    3. Carl F. Christ, 1955. "A Review of Input-Output Analysis," NBER Chapters, in: Input-Output Analysis: An Appraisal, pages 137-182, National Bureau of Economic Research, Inc.
    4. G R West, 1981. "An Efficient Approach to the Estimation of Regional Input—Output Multipliers," Environment and Planning A, , vol. 13(7), pages 857-867, July.
    5. Gyorgy Molnar & Andras Simonovits, 1998. "The Subdominant Eigenvalue of a Large Stochastic Matrix," Economic Systems Research, Taylor & Francis Journals, vol. 10(1), pages 79-82.
    6. Wibe, Soren, 1982. "The Distribution of Input Coefficients," Economic Change and Restructuring, Springer, vol. 18(2), pages 65-70.
    7. Lahiri, Sajal & Satchell, Steve, 1986. "Properties of the expected value of the leontief inverse: Some further results," Mathematical Social Sciences, Elsevier, vol. 11(1), pages 69-82, February.
    8. Brown, Douglas M & Giarratani, Frank, 1979. "Input-Output as a Simple Econometric Model: A Comment," The Review of Economics and Statistics, MIT Press, vol. 61(4), pages 621-623, November.
    9. Christian Bidard & Tom Schatteman, 2001. "The Spectrum of Random Matrices," Economic Systems Research, Taylor & Francis Journals, vol. 13(3), pages 289-298.
    10. Wassily Leontief, 1955. "Some Basic Problems of Empirical Input-Output Analysis," NBER Chapters, in: Input-Output Analysis: An Appraisal, pages 9-52, National Bureau of Economic Research, Inc.
    11. Bullard, Clark W, III & Sebald, Anthony V, 1977. "Effects of Parametric Uncertainty and Technological Change on Input-Output Models," The Review of Economics and Statistics, MIT Press, vol. 59(1), pages 75-81, February.
    12. West, G R, 1982. "Sensitivity and Key Sector Analysis in Input-Output Models," Australian Economic Papers, Wiley Blackwell, vol. 21(39), pages 365-378, December.
    13. William H. Miernyk, 1976. "Comments on Recent Developments in Regional Input-Output Analysis," International Regional Science Review, , vol. 1(2), pages 47-55, October.
    14. Park, Se-Hark, 1973. "On input-output multipliers with errors in input-output coefficients," Journal of Economic Theory, Elsevier, vol. 6(4), pages 399-403, August.
    15. D J Hanseman, 1982. "Stochastic Input-Output Analysis: A Simulation Study," Environment and Planning A, , vol. 14(11), pages 1425-1435, November.
    16. William A. Schaffer & Kong Chu, 1969. "Nonsurvey Techniques For Constructing Regional Interindustry Models," Papers in Regional Science, Wiley Blackwell, vol. 23(1), pages 83-104, January.
    17. Stanislaw Czamanski & Emil E. Malizia, 1969. "Applicability And Limitations In The Use Of National Input‐Output Tables For Regional Studies," Papers in Regional Science, Wiley Blackwell, vol. 23(1), pages 65-78, January.
    18. R. C. Jensen, 1980. "The Concept of Accuracy in Regional Input-Output Models," International Regional Science Review, , vol. 5(2), pages 139-154, August.
    19. Geoffrey J.D. Hewings, 1985. "Regional Input-Output Analysis," Wholbk, Regional Research Institute, West Virginia University, number 11 edited by Grant I. Thrall, Fall.
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    Cited by:

    1. Umed Temurshoev, 2015. "Uncertainty treatment in input-output analysis," Working Papers 2015-004, Universidad Loyola Andalucía, Department of Economics.

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    More about this item

    Keywords

    input-output; stochastic analysis;

    JEL classification:

    • E0 - Macroeconomics and Monetary Economics - - General
    • E00 - Macroeconomics and Monetary Economics - - General - - - General

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