Riccetti, Luca and Russo, Alberto and Gallegati, Mauro (2012): An Agent Based Decentralized Matching Macroeconomic Model.
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In this paper we present a macroeconomic microfounded framework with heterogeneous agents – households, firms, banks – which interact through a decentralized matching process presenting common features across four markets – goods, labor, credit and deposit. We study the dynamics of the model by means of computer simulation. Some macroeconomic properties emerge such as endogenous business cycles, nominal GDP growth, unemployment rate fluctuations, the Phillips curve, leverage cycles and credit constraints, bank defaults and financial instability, and the importance of government as an acyclical sector which stabilize the economy. The model highlights that even extended crises can endogenously emerge. In these cases, the system may remain trapped in a large unemployment status, without the possibility to quickly recover unless an exogenous intervention.
|Item Type:||MPRA Paper|
|Original Title:||An Agent Based Decentralized Matching Macroeconomic Model|
|Keywords:||agent-based macroeconomics; business cycle; crisis; unemployment; leverage;|
|Subjects:||E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E32 - Business Fluctuations; Cycles
C - Mathematical and Quantitative Methods > C6 - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling > C63 - Computational Techniques; Simulation Modeling
|Depositing User:||Alberto Russo|
|Date Deposited:||27. Oct 2012 14:55|
|Last Modified:||12. Feb 2013 14:44|
Adrian, T., Shin, H.S. (2008) “Liquidity, monetary policy and financial cycles”, Current Issues in Economics and Finance, 14(1), Federal Reserve Bank of New York (January/February).
Adrian, T., Shin, H.S. (2009), “Money, Liquidity, and Monetary Policy”, American Economic Review, 99(2): 600-605.
Adrian, T., Shin, H.S. (2010), “Liquidity and leverage”, Journal of Financial Intermediation, 19(3): 418-437.
Booth L., Asli Demirgu-Kunt V.A., Maksimovic V. (2001), “Capital Structures in Developing Countries”, Journal of Finance, 56(1): 87-130.
Brunnermeier M.K., Pedersen L.H. (2009), “Market liquidity and funding liquidity”, Review of Financial Studies, 22(6): 2201-2238.
Cincotti S., Raberto M., Teglio A. (2010), “Credit money and macroeconomic instability in the agent-based model and simulator Eurace”, Economics - The Open-Access, Open-Assessment E-Journal, Kiel Institute for the World Economy, 4(26).
Cincotti S., Raberto M., Teglio A. (2012), “Debt Deleveraging and Business Cycles. An Agent-Based Perspective”, Economics - The Open-Access, Open-Assessment E-Journal, Kiel Institute for the World Economy, 6(27).
Dawid H., Neugart M. (2011), “Agent-Based Models for Economic Policy Design”, Eastern Economic Journal, 37(1): 44-50.
Delli Gatti D., Gallegati M., Greenwald B., Russo A., Stiglitz J.E. (2010), “The financial accelerator in an evolving credit network”, Journal of Economic Dynamics and Control, 34(9): 1627-1650.
Diamond D.W., Rajan R. (2000), “A Theory of Bank Capital”, Journal of Finance, 55(6): 2431-2465.
Donaldson G. (1961), “Corporate debt capacity: a study of corporate debt policy and the determination of corporate debt capacity”, Harvard Business School, Harvard University.
Dosi G., Fagiolo G., Roventini A. (2006), “An Evolutionary Model of Endogenous Business Cycles”, Computational Economics, 27(1): 3-34.
Dosi G., Fagiolo G., Roventini A. (2010), “Schumpeter meeting Keynes: A policy-friendly model of endogenous growth and business cycles”, Journal of Economic Dynamics and Control, 34(9): 1748-1767.
Dosi G., Fagiolo G., Napoletano M., Roventini A. (2012), “Income Distribution, Credit and Fiscal Policies in an Agent-Based Keynesian Model”, LEM Papers Series 2012/03, Laboratory of Economics and Management (LEM), Sant’Anna School of Advanced Studies, Pisa, Italy.
Epstein J.M., Axtell R.L. (1996), Growing Artificial Societies: Social Science from the Bottom Up, MIT Press.
Fagiolo G., Dosi G., Gabriele R. (2004), “Matching, Bargaining, And Wage Setting In An Evolutionary Model of Labor Market And Output Dynamics”, Advances in Complex Systems, 7(2): 157-186.
Flannery M.J. (1994), “Debt Maturity and the Deadweight Cost of Leverage: Optimally Financing Banking Firms”, American Economic Review, 84(1): 320-31.
Flannery M.J., Rangan K.P. (2006), “Partial adjustment toward target capital structures”, Journal of Financial Economics, 79(3): 469-506.
Fostel A., Geanakoplos J. (2008), “Leverage Cycles and the Anxious Economy”, American Economic Review, 98(4): 1211-44.
Frank M.Z., Goyal V.K. (2008), “Tradeoff and Pecking Order Theories of Debt”, in: Espen Eckbo (ed.) The Handbook of Empirical Corporate Finance, Ch. 12: 135-197.
Gaffeo G., Delli Gatti D., Desiderio S., Gallegati M. (2008), “Adaptive Microfoundations for Emergent Macroeconomics”, Eastern Economic Journal, 34(4): 441-463.
Geanakoplos J. (2010), “Leverage cycle”, Cowles foundation Paper No. 1304, Yale University.
Godley W., Lavoie M. (2006), Monetary Economics: An Integrated Approach to Credit, Money, Income, Production and Wealth, Palgrave MacMillan.
Graham J.R., Harvey C. (2001), “The Theory and Practice of Corporate Finance”, Journal of Financial Economics, 60: 187-243.
Greenlaw D., Hatzius J., Kashyap A.K., Shin H.S. (2008), “Leveraged Losses: Lessons from the Mortgage Market Meltdown”, Proceedings of the U.S. Monetary Policy Forum.
Gropp R., Heider F. (2010), “The Determinants of Bank Capital Structure”, Review of Finance, 14(4): 587-622.
He Z., Khang I.G., Krishnamurthy A. (2010), “Balance Sheet Adjustments in the 2008 Crisis”, IMF Economic Review, 58: 118-156.
Hovakimian A., Opler T., Titman S. (2001), “The Debt-Equity Choice”, Journal of Financial and Quantitative Analysis, 36: 1-24.
Jensen M.C., Meckling W.H. (1976), “Theory of the Firm: Managerial Behavior, Agency Costs, and Ownership Structure”, Journal of Financial Economics, 3: 305-360.
Kalemli-Ozcan S., Sorensen B., Yesiltas S. (2011), “Leverage Across Firms, Banks, and Countries”, NBER Working Papers 17354.
Kinsella S., Greiff M., Nell E. (2011), “Income Distribution in a Stock-Flow Consistent Model with Education and Technological Change”, Eastern Economic Journal, 37(1): 134-149.
LeBaron B., Tesfatsion L.S. (2008), “Modeling Macroeconomies as Open-Ended Dynamic Systems of Interacting Agents”, American Economic Review, 98(2): 246-250.
Lemmon M., Roberts M., Zender J. (2008), “Back to the beginning: Persistence and the cross-section of corporate capital structure”, Journal of Finance, 63: 1575-1608.
Mehrotra V., Mikkelsen W., Partch M. (2003), “Design of Financial Policies in Corporate Spinoffs”, Review of Financial Studies, 16: 1359-1388.
Myers, S.C. (1977), “Determinants of corporate borrowing”, Journal of Financial Economics, 5(2): 147-175.
Myers S.C., Majluf N.S. (1984), “Corporate Financing and Investment Decisions When Firms Have Information that Investors Do Not Have”, Journal of Financial Economics, 13: 87-224.
Rajan R., Zingales L. (1995), “What do we know about capital structure? Some evidence from international data”, Journal of Finance, 50: 1421-1460.
Riccetti L., Russo A., Gallegati M. (2011), “Leveraged Network-Based Financial Accelerator”, Quaderno di Ricerca 371, Department of Economics and Social Sciences, Universita' Politecnica delle Marche.
Russo A., Catalano M., Gaffeo E., Gallegati M., Napoletano M. (2007), “Industrial dynamics, fiscal policy and R&D: Evidence from a computational experiment”, Journal of Economic Behavior & Organization, 64(3-4): 426-447.
Seppecher P. (2012), “Flexibility of wages and macroeconomic instability in an agentbased computational model with endogenous money”, Macroeconomic Dynamics, 16(s2): 284-297.
Tesfatsion L.S., Judd K.L. (2006), Handbook of Computational Economics: Agent-Based Computational Economics, Vol. 2, North-Holland.