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On linking microsimulation and computable general equilibrium models using exact aggregation of heterogeneous discrete-choice making agents

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  • Magnani, Riccardo
  • Mercenier, Jean

Abstract

Our paper contributes by bridging the gap between the (partial equilibrium) microsimulation and the computable general equilibrium (CGE) approaches, by making use of exact aggregation results from the discrete choice literature: heterogeneous individuals choosing within a set of discrete alternatives may be aggregated into a representative agent with (possibly multiple-level) constant elasticity-of-substitution/transformation preferences/technologies. These results therefore provide a natural link between the two policy evaluation approaches. We illustrate the usefulness of these results by evaluating potential effects of population ageing on the dynamics of income distribution and inequalities, using a simple overlapping generations model where individuals make leisure/work decisions, and choose a profession among a discrete set of alternatives.

Suggested Citation

  • Magnani, Riccardo & Mercenier, Jean, 2009. "On linking microsimulation and computable general equilibrium models using exact aggregation of heterogeneous discrete-choice making agents," Economic Modelling, Elsevier, vol. 26(3), pages 560-570, May.
  • Handle: RePEc:eee:ecmode:v:26:y:2009:i:3:p:560-570
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    1. François Bourguignon & Amedeo Spadaro, 2006. "Microsimulation as a tool for evaluating redistribution policies," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 4(1), pages 77-106, April.
    2. Sebastian Rausch & Thomas Rutherford, 2010. "Computation of Equilibria in OLG Models with Many Heterogeneous Households," Computational Economics, Springer;Society for Computational Economics, vol. 36(2), pages 171-189, August.
    3. Luc Savard, 2003. "Poverty and Income Distribution in a CGE-Household Micro-Simulation Model: Top-Down/Bottom Up Approach," Cahiers de recherche 0343, CIRPEE.
    4. Zvi Eckstein & Kenneth I. Wolpin, 1989. "Dynamic Labour Force Participation of Married Women and Endogenous Work Experience," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 56(3), pages 375-390.
    5. Menahem E. Yaari, 1965. "Uncertain Lifetime, Life Insurance, and the Theory of the Consumer," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 32(2), pages 137-150.
    6. Zvi Eckstein & Kenneth I. Wolpin, 1989. "The Specification and Estimation of Dynamic Stochastic Discrete Choice Models: A Survey," Journal of Human Resources, University of Wisconsin Press, vol. 24(4), pages 562-598.
    7. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387, October.
    8. Arntz, Melanie & Boeters, Stefan & Gurtzgen, Nicole, 2006. "Alternative approaches to discrete working time choice in an AGE framework," Economic Modelling, Elsevier, vol. 23(6), pages 1008-1032, December.
    9. Arntz, Melanie & Boeters, Stefan & Gürtzgen, Nicole & Schubert, Stefanie, 2008. "Analysing welfare reform in a microsimulation-AGE model: The value of disaggregation," Economic Modelling, Elsevier, vol. 25(3), pages 422-439, May.
    10. Fougere, Maxime & Mercenier, Jean & Merette, Marcel, 2007. "A sectoral and occupational analysis of population ageing in Canada using a dynamic CGE overlapping generations model," Economic Modelling, Elsevier, vol. 24(4), pages 690-711, July.
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    11. Riccardo Magnani & Luca Piccoli & Martine Carré & Amedeo Spadaro, 2013. "Would a euro's depreciation improve the French economy?," CEPN Working Papers hal-01515823, HAL.
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    14. Benczúr, Péter & Kátay, Gábor & Kiss, Áron, 2018. "Assessing the economic and social impact of tax and benefit reforms: A general-equilibrium microsimulation approach applied to Hungary," Economic Modelling, Elsevier, vol. 75(C), pages 441-457.
    15. Riccardo Magnani & Luca Piccoli & Martine Carré & Amedeo Spadaro, 2013. "Would a real depreciation of the euro improve the French economy?," DEA Working Papers 60, Universitat de les Illes Balears, Departament d'Economía Aplicada.
    16. Acharya, Sanjaya & Hölscher, Jens & Perugini, Cristiano, 2012. "Trade liberalisation and inequalities in Nepal: A CGE analysis," Economic Modelling, Elsevier, vol. 29(6), pages 2543-2557.
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    18. Boeters, Stefan & Savard, Luc, 2013. "The Labor Market in Computable General Equilibrium Models," Handbook of Computable General Equilibrium Modeling, in: Peter B. Dixon & Dale Jorgenson (ed.), Handbook of Computable General Equilibrium Modeling, edition 1, volume 1, chapter 0, pages 1645-1718, Elsevier.
    19. Jie Zhu & Ying Jin & Marcial Echenique, 2012. "Application of a new spatial computable general equilibrium model for assessing strategic transport and land use development options in London and surrounding regions," ERSA conference papers ersa12p931, European Regional Science Association.

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