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Chaotic Dynamics of a Piecewise Linear Model of Credit Cycles with Imperfect Observability

Author

Listed:
  • Takao Asano

    (Okayama University)

  • Masanori Yokoo

    (Okayama University)

Abstract

By incorporating information imperfection into the model of Asano et al. (2012), which is a special case of Matsuyama's (2007) model, we develop a model of endogenous business cycles to analyze how information imperfection affects the dynamic nature of the model. Some sort of "noise" representing information imperfection is shown to transform Matsuyama's model into a continuous, eventually expanding, piecewise linear map on the interval with the Markov property, which implies the occurrence of observable chaotic dynamics in our setting. Unlike the models of Asano et al. (2012) and Matsuyama (2007), our model deals with observable chaos for a large set of parameter values.

Suggested Citation

  • Takao Asano & Masanori Yokoo, 2017. "Chaotic Dynamics of a Piecewise Linear Model of Credit Cycles with Imperfect Observability," KIER Working Papers 967, Kyoto University, Institute of Economic Research.
  • Handle: RePEc:kyo:wpaper:967
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    File URL: http://www.kier.kyoto-u.ac.jp/DP/DP967.pdf
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    References listed on IDEAS

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    1. Yokoo, Masanori & Ishida, Junichiro, 2008. "Misperception-driven chaos: Theory and policy implications," Journal of Economic Dynamics and Control, Elsevier, vol. 32(6), pages 1732-1753, June.
    2. Brock, William A., 1975. "A simple perfect foresight monetary model," Journal of Monetary Economics, Elsevier, vol. 1(2), pages 133-150, April.
    3. Grandmont, Jean-Michel, 1985. "On Endogenous Competitive Business Cycles," Econometrica, Econometric Society, vol. 53(5), pages 995-1045, September.
    4. Kiminori Matsuyama, 2007. "Credit Traps and Credit Cycles," American Economic Review, American Economic Association, vol. 97(1), pages 503-516, March.
    5. Myerson, Roger B., 2014. "Moral-hazard credit cycles with risk-averse agents," Journal of Economic Theory, Elsevier, vol. 153(C), pages 74-102.
    6. Yokoo, Masanori, 2000. "Chaotic dynamics in a two-dimensional overlapping generations model," Journal of Economic Dynamics and Control, Elsevier, vol. 24(5-7), pages 909-934, June.
    7. Kiminori Matsuyama, 1999. "Growing Through Cycles," Econometrica, Econometric Society, vol. 67(2), pages 335-348, March.
    8. Roger B. Myerson, 2012. "A Model of Moral-Hazard Credit Cycles," Journal of Political Economy, University of Chicago Press, vol. 120(5), pages 847-878.
    9. Ishida, Junichiro & Yokoo, Masanori, 2004. "Threshold nonlinearities and asymmetric endogenous business cycles," Journal of Economic Behavior & Organization, Elsevier, vol. 54(2), pages 175-189, June.
    10. Gardini, Laura & Sushko, Iryna & Naimzada, Ahmad K., 2008. "Growing through chaotic intervals," Journal of Economic Theory, Elsevier, vol. 143(1), pages 541-557, November.
    11. Matsuyama, Kiminori & Sushko, Iryna & Gardini, Laura, 2016. "Revisiting the model of credit cycles with Good and Bad projects," Journal of Economic Theory, Elsevier, vol. 163(C), pages 525-556.
    12. Matsumoto, Akio, 2005. "Density function of piecewise linear transformation," Journal of Economic Behavior & Organization, Elsevier, vol. 56(4), pages 631-653, April.
    13. Richard H. Day, 1983. "The Emergence of Chaos from Classical Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(2), pages 201-213.
    14. Matsumoto, Akio, 2001. "Can inventory chaos be welfare improving," International Journal of Production Economics, Elsevier, vol. 71(1-3), pages 31-43, May.
    15. Benhabib, Jess & Day, Richard H., 1982. "A characterization of erratic dynamics in, the overlapping generations model," Journal of Economic Dynamics and Control, Elsevier, vol. 4(1), pages 37-55, November.
    16. Huang, Weihong, 2005. "On the statistical dynamics of economics," Journal of Economic Behavior & Organization, Elsevier, vol. 56(4), pages 543-565, April.
    17. Day, Richard H, 1982. "Irregular Growth Cycles," American Economic Review, American Economic Association, vol. 72(3), pages 406-414, June.
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    More about this item

    Keywords

    Matsuyama model; credit cycle; piecewise linearity; chaotic dynamics; ergodic chaos;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • O41 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - One, Two, and Multisector Growth Models
    • C62 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Existence and Stability Conditions of Equilibrium

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