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Revised stochastic analysis of an input-output model

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  • ten Raa, Thijs
  • Steel, Mark F. J.

Abstract

A main difficulty of regional analysis is the inaccuracy of regional input-output data. A natural framework for investigation is stochastic input-output analysis. In his study of Central Queensland, West (1986) assumes that input coefficients are normally distributed and derives formulas for the approximation of input-output multipliers means and variances. In his normality framework, these moments do not exits, however. Moreover, an inconsistency in the derivation will be exposed. We remedy these shortcomings by respecification of the stochastic structure and by direct evaluation of the moments through Monte Carlo calculations. West's formulas are quite accurate for an aggregated version of his data set. The leading terms of the formulas can be shown to be first order approximations to the means and the variances.
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Suggested Citation

  • ten Raa, Thijs & Steel, Mark F. J., 1994. "Revised stochastic analysis of an input-output model," Regional Science and Urban Economics, Elsevier, vol. 24(3), pages 361-371, June.
    • Handle: RePEc:eee:regeco:v:24:y:1994:i:3:p:361-371
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    Cited by:

    1. Malcolm Beynon & Max Munday & Annette Roberts, 2005. "Ranking sectors using fuzzy output multipliers," Economic Systems Research, Taylor & Francis Journals, vol. 17(3), pages 237-253.
    2. Umed Temursho, 2017. "Uncertainty treatment in input–output analysis," Chapters, in: Thijs ten Raa (ed.), Handbook of Input–Output Analysis, chapter 12, pages 407-463, Edward Elgar Publishing.
    3. C. Oliveira & D. Coelho & C. H. Antunes, 2016. "Coupling input–output analysis with multiobjective linear programming models for the study of economy–energy–environment–social (E3S) trade-offs: a review," Annals of Operations Research, Springer, vol. 247(2), pages 471-502, December.
    4. Malawski, A., 1991. "Some properties of semidynamical exchange system," Other publications TiSEM 494c0560-5efe-4139-ad4b-a, Tilburg University, School of Economics and Management.
    5. Seung, Chang K. & Kim, Do-Hoon & Yi, Ju-Hyun & Song, Se-Hyun, 2021. "Accounting for price responses in economic evaluation of climate impacts for a fishery," Ecological Economics, Elsevier, vol. 181(C).
    6. Manfred Lenzen, 2001. "A Generalized Input-Output Multiplier Calculus for Australia," Economic Systems Research, Taylor & Francis Journals, vol. 13(1), pages 65-92.
    7. Thijs ten Raa & Pieter Kop Jansen, 1998. "Bias and Sensitivity of Multipliers," Economic Systems Research, Taylor & Francis Journals, vol. 10(3), pages 275-284.

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