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Minsky Financial Instability, Interscale Feedback, Percolation and Marshall-Walras Disequilibrium

Author

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  • Sorin Solomon

    (Racah Institute of Physics, Hebrew University)

  • Natasa Golo

    (Racah Institute of Physics, Hebrew University)

Abstract
We study analytically and numerically Minsky instability as a combination of top-down, bottom-up and peer-to-peer positive feedback loops. The peer-to-peer interactions are represented by the links of a network formed by the connections between firms, contagion leading to avalanches and percolation phase transitions propagating across these links. The global parameter in the top-bottom, bottom-up feedback loop is the interest rate. Before the Minsky moment, in the Minsky Loans Accelerator stage, the relevant bottom parameter representing the individual firms micro-states is the quantity of loans. After the Minsky moment, in the Minsky Crisis Accelerator stage, the relevant bottom parameters are the number of ponzi units / quantity of failures, defaults. We represent the top-bottom, bottom-up interactions on a plot similar to the Marshal-Walras diagram for quantity-price market equilibrium (where the interest rate is the analog of the price). The Minsky instability is then simply emerging as a consequence of the fixed point (the intersection of the supply and demand curves) being unstable (repulsive). In the presence of network effects, one obtains more than one fixed point and a few dynamic regimes (phases). We describe them and their implications for understanding, predicting and steering economic instability.

Suggested Citation

  • Sorin Solomon & Natasa Golo, 2014. "Minsky Financial Instability, Interscale Feedback, Percolation and Marshall-Walras Disequilibrium," Papers 1402.0176, arXiv.org.
  • Handle: RePEc:arx:papers:1402.0176
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    1. Thomas Herndon & Michael Ash & Robert Pollin, 2014. "Does high public debt consistently stifle economic growth? A critique of Reinhart and Rogoff," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 38(2), pages 257-279.
    2. Tobias Adrian & Nina Boyarchenko, 2012. "Intermediary leverage cycles and financial stability," Staff Reports 567, Federal Reserve Bank of New York.
    3. Hyman P. Minsky, 1975. "Financial Resources in a Fragile Financial Environment," Challenge, Taylor & Francis Journals, vol. 18(3), pages 6-13, July.
    4. Cantono Simona, 2012. "A percolation model of multi-technology diffusion: information feedbacks, learning economies and subsidy policy," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201205, University of Turin.
    5. Carmen M. Reinhart & Kenneth S. Rogoff, 2010. "Growth in a Time of Debt," American Economic Review, American Economic Association, vol. 100(2), pages 573-578, May.
    6. George A. Akerlof, 2009. "How Human Psychology Drives the Economy and Why It Matters," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(5), pages 1175-1175.
    7. G. Yaari & A. Nowak & K. Rakocy & S. Solomon, 2008. "Microscopic study reveals the singular origins of growth," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 62(4), pages 505-513, April.
    8. Klass, Oren S. & Biham, Ofer & Levy, Moshe & Malcai, Ofer & Solomon, Sorin, 2006. "The Forbes 400 and the Pareto wealth distribution," Economics Letters, Elsevier, vol. 90(2), pages 290-295, February.
    9. Battiston, Stefano & Delli Gatti, Domenico & Gallegati, Mauro & Greenwald, Bruce & Stiglitz, Joseph E., 2012. "Liaisons dangereuses: Increasing connectivity, risk sharing, and systemic risk," Journal of Economic Dynamics and Control, Elsevier, vol. 36(8), pages 1121-1141.
    10. Oded Galor, 2007. "Discrete Dynamical Systems," Springer Books, Springer, edition 1, number 978-3-540-36776-5, July.
    11. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly, Princeton University Press.
    12. Solomon, Sorin & Weisbuch, Gerard & de Arcangelis, Lucilla & Jan, Naeem & Stauffer, Dietrich, 2000. "Social percolation models," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 277(1), pages 239-247.
    13. Yuri Biondi, 2005. "The firm as an Entity: Management, Organization, Accounting," Post-Print halshs-00203036, HAL.
    14. Gérard Weisbuch & Sorin Solomon, 2000. "Self-Organized Percolation And Critical Sales Fluctuations," International Journal of Modern Physics C (IJMPC), World Scientific Publishing Co. Pte. Ltd., vol. 11(06), pages 1263-1272.
    15. Hohnisch, Martin & Pittnauer, Sabine & Solomon, Sorin & Stauffer, Dietrich, 2005. "Socioeconomic interaction and swings in business confidence indicators," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 345(3), pages 646-656.
    16. John Geanakoplos, 2009. "The Leverage Cycle," Cowles Foundation Discussion Papers 1715R, Cowles Foundation for Research in Economics, Yale University, revised Jan 2010.
    17. Paolo Zeppini & Koen Frenken & Luis R. Izquierdo, 2013. "Innovation diffusion in networks: the microeconomics of percolation," Working Papers 13-02, Eindhoven Center for Innovation Studies, revised Feb 2013.
    18. Hideaki Aoyama & Yuichi Nagahara & Mitsuhiro P. Okazaki & Wataru Souma & Hideki Takayasu & Misako Takayasu, 2000. "Pareto's Law for Income of Individuals and Debt of Bankrupt Companies," Papers cond-mat/0006038, arXiv.org.
    19. Gauti B. Eggertsson & Paul Krugman, 2012. "Debt, Deleveraging, and the Liquidity Trap: A Fisher-Minsky-Koo Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1469-1513.
    20. Gur Yaari & Andrzej Nowak & Kamil Rakocy & Sorin Solomon, 2008. "Microscopic Study Reveals the Singular Origins of Growth," Papers 0803.2201, arXiv.org.
    21. Alberto Alesina & Silvia Ardagna, 2010. "Large Changes in Fiscal Policy: Taxes versus Spending," NBER Chapters, in: Tax Policy and the Economy, Volume 24, pages 35-68, National Bureau of Economic Research, Inc.
    22. Tobias Adrian & Nina Boyarchenko, 2012. "Intermediary leverage cycles and financial stability," Staff Reports 567, Federal Reserve Bank of New York, revised 01 Feb 2015.
    23. Nicholas Kaldor, 1934. "A Classificatory Note on the Determinateness of Equilibrium," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 1(2), pages 122-136.
    24. Tobias Adrian & Hyun Song Shin, 2010. "The changing nature of financial intermediation and the financial crisis of 2007-09," Staff Reports 439, Federal Reserve Bank of New York.
    25. L. Wray, 2011. "Minsky's Money Manager Capitalism and the Global Financial Crisis," International Journal of Political Economy, Taylor & Francis Journals, vol. 40(2), pages 5-20.
    26. Levy, Moshe & Levy, Haim & Solomon, Sorin, 1994. "A microscopic model of the stock market : Cycles, booms, and crashes," Economics Letters, Elsevier, vol. 45(1), pages 103-111, May.
    27. Vega-Redondo,Fernando, 2007. "Complex Social Networks," Cambridge Books, Cambridge University Press, number 9780521674096.
    28. Steve Keen, 1995. "Finance and Economic Breakdown: Modeling Minsky’s “Financial Instability Hypothesis”," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 17(4), pages 607-635, July.
    29. Biondi Yuri, 2013. "Hyman Minsky’s Financial Instability Hypothesis and the Accounting Structure of Economy," Accounting, Economics, and Law: A Convivium, De Gruyter, vol. 3(3), pages 141-166, June.
    30. L. Randall Wray, 2011. "Waiting for the Next Crash: The Minskyan Lessons We Failed to Learn," Economics Public Policy Brief Archive ppb_120, Levy Economics Institute.
    31. J. Doyne Farmer & Austin Gerig & Fabrizio Lillo & Szabolcs Mike, 2006. "Market efficiency and the long-memory of supply and demand: is price impact variable and permanent or fixed and temporary?," Quantitative Finance, Taylor & Francis Journals, vol. 6(2), pages 107-112.
    32. Stanley C. Hollander & Kathleen M. Rassuli (ed.), 1993. "Marketing," Books, Edward Elgar Publishing, volume 0, number 512.
    33. Biondi, Yuri & Giannoccolo, Pierpaolo & Galam, Serge, 2012. "Formation of share market prices under heterogeneous beliefs and common knowledge," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(22), pages 5532-5545.
    34. Hershberg, Uri & Louzoun, Yoram & Atlan, Henri & Solomon, Sorin, 2001. "HIV time hierarchy: winning the war while, loosing all the battles," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 289(1), pages 178-190.
    35. J. M. Keynes, 1937. "The General Theory of Employment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 51(2), pages 209-223.
    36. Vega-Redondo,Fernando, 2007. "Complex Social Networks," Cambridge Books, Cambridge University Press, number 9780521857406.
    37. Wray L. Randall, 2013. "What Do Banks Do? What Should Banks Do? A Minskian Perspective," Accounting, Economics, and Law: A Convivium, De Gruyter, vol. 3(3), pages 277-311, April.
    38. Yoram Louzoun & Sorin Solomon, 2002. "Power Law Volatility Auto-Correlations in Stochastic Logistic Systems," Computing in Economics and Finance 2002 202, Society for Computational Economics.
    39. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-1370, November.
    40. Robert M. Solow, 2007. "The last 50 years in growth theory and the next 10," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 23(1), pages 3-14, Spring.
    41. Yuri Biondi, 2008. "Schumpeter's Economic Theory and the Dynamic Accounting View of the Firm: Neglected Pages from the Theory of Economic Development," Post-Print hal-00406238, HAL.
    42. G. Yaari & D. Stauffer & S. Solomon, 2008. "Intermittency and Localization," Papers 0802.3541, arXiv.org, revised Mar 2008.
    43. Kindler, A. & Solomon, S. & Stauffer, D., 2013. "Peer-to-peer and mass communication effect on opinion shifts," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 392(4), pages 785-796.
    44. Tobias Adrian & Hyun Song Shin, 2010. "The Changing Nature of Financial Intermediation and the Financial Crisis of 2007–2009," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 603-618, September.
    45. Jeremy C. Stein, 2011. "Monetary Policy as Financial-Stability Regulation," NBER Working Papers 16883, National Bureau of Economic Research, Inc.
    46. Goldenberg, J & Libai, B & Solomon, S & Jan, N & Stauffer, D, 2000. "Marketing percolation," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 284(1), pages 335-347.
    47. L. Randall Wray, 2012. "Global Financial Crisis: A Minskyan Interpretation of the Causes, the Fed's Bailout, and the Future," Economics Working Paper Archive wp_711, Levy Economics Institute.
    48. Fabio Caccioli & Thomas A. Catanach & J. Doyne Farmer, 2012. "Heterogeneity, Correlations And Financial Contagion," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 15(supp0), pages 1-15.
    49. John Geanakoplos, 2010. "Solving the present crisis and managing the leverage cycle," Economic Policy Review, Federal Reserve Bank of New York, vol. 16(Aug), pages 101-131.
    50. Alan P. Kirman, 1992. "Whom or What Does the Representative Individual Represent?," Journal of Economic Perspectives, American Economic Association, vol. 6(2), pages 117-136, Spring.
    51. Lucas, Robert Jr., 1972. "Expectations and the neutrality of money," Journal of Economic Theory, Elsevier, vol. 4(2), pages 103-124, April.
    52. Martin Hohnisch & Sabine Pittnauer & Dietrich Stauffer, 2008. "A percolation-based model explaining delayed takeoff in new-product diffusion," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(5), pages 1001-1017, October.
    53. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    54. John Geanakoplos, 2010. "The Leverage Cycle," NBER Chapters, in: NBER Macroeconomics Annual 2009, Volume 24, pages 1-65, National Bureau of Economic Research, Inc.
    55. Yaari, Gur & Solomon, Sorin & Deissenberg, Christophe, 2006. "Advertising, Negative Word-of-Mouth, and Product Acceptance," European Journal of Economic and Social Systems, Lavoisier, vol. 19(2), pages 257-268.
    56. Levy, Haim & Levy, Moshe & Solomon, Sorin, 2000. "Microscopic Simulation of Financial Markets," Elsevier Monographs, Elsevier, edition 1, number 9780124458901.
    57. George A. Akerlof & Robert J. Shiller, 2010. "Animal Spirits: How Human Psychology Drives the Economy, and Why It Matters for Global Capitalism," Economics Books, Princeton University Press, edition 1, number 9163.
    58. John Geanakoplos, 2010. "Solving the Present Crisis and Managing the Leverage Cycle," Cowles Foundation Discussion Papers 1751, Cowles Foundation for Research in Economics, Yale University.
    59. Steve Keen, 2011. "Debunking Macroeconomics," Economic Analysis and Policy, Elsevier, vol. 41(3), pages 147-168, December.
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    Cited by:

    1. Kamil Fortuna & Janusz Szwabi'nski, 2023. "The Unified Framework for Modelling Credit Cycles with Marshall-Walras Price Formation Process And Systemic Risk Assessment," Papers 2305.06337, arXiv.org.
    2. Butzbach Olivier & von Mettenheim Kurt E., 2015. "Alternative Banking and Theory," Accounting, Economics, and Law: A Convivium, De Gruyter, vol. 5(2), pages 105-171, July.
    3. Sorin Solomon & Nataša Golo, 2015. "Microeconomic structure determines macroeconomic dynamics: Aoki defeats the representative agent," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 10(1), pages 5-30, April.
    4. Kolumbus, Yoav & Solomon, Sorin, 2021. "On the influence maximization problem and the percolation phase transition," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 573(C).
    5. Natasa Golo & Guy Kelman & David S. Bree & Leanne Usher & Marco Lamieri & Sorin Solomon, 2015. "Many-to-one contagion of economic growth rate across trade credit network of firms," Papers 1506.01734, arXiv.org.
    6. Natasa Golo & David S. Bree & Guy Kelman & Leanne Usher & Marco Lamieri & Sorin Solomon, 2015. "Too dynamic to fail. Empirical support for an autocatalytic model of Minsky's financial instability hypothesis," Papers 1506.07582, arXiv.org, revised Jul 2015.

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