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Stock-flow consistent macroeconomic model with nonuniform distributional constraint

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  • Aur'elien Hazan

    (UPEC UP12)

Abstract

We report on results concerning a partially aggregated Stock Flow Consistent (SFC) macroeconomic model in the stationary state where the sectors of banks and firms are aggregated, the sector of households is dis-aggregated, and the probability density function (pdf) of the wealth of households is exogenous, constrained by econometric data. It is shown that the equality part of the constraint can be reduced to a single constant-sum equation, which relates this problem to the study of continuous mass transport problems, and to the sum of iid random variables. Existing results can thus be applied, and provide marginal probabilities, and the location of the critical point before condensation occurs. Various numerical experiments are performed using Monte Carlo sampling of the hit-and-run type, using wealth and income data for France.

Suggested Citation

  • Aur'elien Hazan, 2017. "Stock-flow consistent macroeconomic model with nonuniform distributional constraint," Papers 1708.00645, arXiv.org.
  • Handle: RePEc:arx:papers:1708.00645
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    1. Andrea De Martino & Daniele De Martino & Roberto Mulet & Andrea Pagnani, 2014. "Identifying All Moiety Conservation Laws in Genome-Scale Metabolic Networks," PLOS ONE, Public Library of Science, vol. 9(7), pages 1-11, July.
    2. Hazan, Aurélien, 2017. "Volume of the steady-state space of financial flows in a monetary stock-flow-consistent model," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 473(C), pages 589-602.
    3. Aur'elien Hazan, 2016. "Volume of the steady-state space of financial flows in a monetary stock-flow-consistent model," Papers 1601.00822, arXiv.org, revised Jan 2017.
    4. Gualdi, Stanislao & Tarzia, Marco & Zamponi, Francesco & Bouchaud, Jean-Philippe, 2015. "Tipping points in macroeconomic agent-based models," Journal of Economic Dynamics and Control, Elsevier, vol. 50(C), pages 29-61.
    5. Shao, Wei & Guo, Guangbao & Meng, Fanyu & Jia, Shuqin, 2013. "An efficient proposal distribution for Metropolis–Hastings using a B-splines technique," Computational Statistics & Data Analysis, Elsevier, vol. 57(1), pages 465-478.
    6. K. Anand & T. Galla, 2009. "Stability and dynamical properties of material flow systems on random networks," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 68(4), pages 587-600, April.
    7. Garbinti, Bertrand & Goupille-Lebret, Jonathan & Piketty, Thomas, 2018. "Income inequality in France, 1900–2014: Evidence from Distributional National Accounts (DINA)," Journal of Public Economics, Elsevier, vol. 162(C), pages 63-77.
    8. Eugenio Caverzasi & Antoine Godin, 2015. "Post-Keynesian stock-flow-consistent modelling: a survey," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 39(1), pages 157-187.
    9. repec:hal:cepnwp:hal-01309361 is not listed on IDEAS
    10. Aurélien Hazan, 2017. "Volume of the steady-state space of financial flows in a monetary stock-flow-consistent model," Post-Print hal-01250697, HAL.
    11. Daniel R. Feenberg & James M. Poterba, 1993. "Income Inequality and the Incomes of Very High-Income Taxpayers: Evidence from Tax Returns," NBER Chapters, in: Tax Policy and the Economy, Volume 7, pages 145-177, National Bureau of Economic Research, Inc.
    12. Mr. Jaromir Benes & Mr. Michael Kumhof & Mr. Douglas Laxton, 2014. "Financial Crises in DSGE Models: A Prototype Model," IMF Working Papers 2014/057, International Monetary Fund.
    13. Bertrand Garbinti & Jonathan Goupille-Lebret & Thomas Piketty, 2017. "Income Inequality in France, 1900-2014: Evidence from Distributional National Accounts," PSE Working Papers halshs-02658875, HAL.
    14. Pascal Seppecher, 2016. "Modèles multi-agents et stock-flux cohérents : une convergence logique et nécessaire," Working Papers hal-01309361, HAL.
    15. Caiani, Alessandro & Godin, Antoine & Caverzasi, Eugenio & Gallegati, Mauro & Kinsella, Stephen & Stiglitz, Joseph E., 2016. "Agent based-stock flow consistent macroeconomics: Towards a benchmark model," Journal of Economic Dynamics and Control, Elsevier, vol. 69(C), pages 375-408.
    16. Pascal Seppecher, 2016. "Modèles multi-agents et stock-flux cohérents : une convergence logique et nécessaire," CEPN Working Papers 2016-03, Centre d'Economie de l'Université de Paris Nord.
    17. repec:cup:cbooks:9781107013445 is not listed on IDEAS
    18. Mario Filiasi & Giacomo Livan & Matteo Marsili & Maria Peressi & Erik Vesselli & Elia Zarinelli, 2012. "On the concentration of large deviations for fat tailed distributions, with application to financial data," Papers 1201.2817, arXiv.org, revised Jun 2014.
    19. Tervonen, Tommi & van Valkenhoef, Gert & Baştürk, Nalan & Postmus, Douwe, 2013. "Hit-And-Run enables efficient weight generation for simulation-based multiple criteria decision analysis," European Journal of Operational Research, Elsevier, vol. 224(3), pages 552-559.
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    Cited by:

    1. Hazan, Aurélien, 2019. "A maximum entropy network reconstruction of macroeconomic models," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 519(C), pages 1-17.

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