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CDS Manager: An Educational Tool for Credit Derivative Market

  • Federico CecconiEmail author
  • Alessandro Barazzetti
Chapter
  • 220 Downloads
Part of the Computational Social Sciences book series (CSS)

Abstract

How could we teach the dynamics of new financial instruments, not very much understood and potentially dangerous? In this work we show some limitations of classical financial learning framework, which uses a description of the dynamics through mathematical models, and we propose an alternative approach, based on the agent-based modeling framework. In the model presented, an operator observes, through a simulation, the behavior of other artificial agents in its own market (Liu et al., J Manag Inf Syst 7(1):101–122, 1990; Radicchi et al., Proc Natl Acad Sci USA 101(9):2658–2663, 2004; Yang et al., Int J Electron Commer 6(1):101–102, 2001).

Keywords

Credit derivative market Agent-based modeling Credit default swap Networks Educational tools 

References

  1. Cecconi, F. (2007). Financial markets and norms. ISTC CNR, conf.Google Scholar
  2. Cecconi, F. (2008). Agent based simulation for social studies, Technical report, 10th European Agent Systems Summer School. 5–9th of May, Lisbon, Portugal., Tech.Google Scholar
  3. Cecconi, F., & Parisi, D. (2007). Asymmetric pricing: An agent based model. In Proceedings of the IASTED International Conference on Modelling and Simulation (MS 2007), February 13–16, Montreal, CANADA, pp. 380–385.Google Scholar
  4. Cecconi, F., Caligiore, D., Baldassarre, G., & Parisi, D. (2007). Interacting networks as model of cultural change. In Proceedings of Computational Methods for Modeling and learning in Social and Human Sciences (MASHS 07), May 10–11, Brest, France, pp. 190–199.Google Scholar
  5. Cecconi, F., Campenní, M., Andrighetto, G., & Conte, R. (i. p. 2010). What do agent-based and equation-based modelling tell us about social conventions: the clash between ABM and EBM in a Congestion Game Framework, JASSS 1, on-line.Google Scholar
  6. Davis, J. S., Hecht, G., & Perkins, J. D. (2003). Social behaviors, enforcement, and tax compliance dynamics. The Accounting Review, 78(1), 39–69.CrossRefGoogle Scholar
  7. Deng, P. S., & Tsacle, E. G. (2003). A market-based computational approach to collaborative organizational learning. The Journal of the Operational Research Society, 54(9), 924–935.CrossRefGoogle Scholar
  8. Edmondson, A. C. (2002). The local and variegated nature of learning in organizations: A group-level perspective. Organization Science, 13(2), 128–146.CrossRefGoogle Scholar
  9. Kim, Y., & Baylor, A. L. (2006). A social-cognitive framework for pedagogical agents as learning companions. Educational Technology Research and Development, 54(6), 569–596.CrossRefGoogle Scholar
  10. Liu, J. I. C., Yun, D. Y. Y., & Klein, G. (1990). An agent for intelligent model management. Journal of Management Information Systems, 7(1), 101–122.CrossRefGoogle Scholar
  11. Padovan, B., Sackmann, S., Eymann, T., & Pippow, I. (2002). A prototype for an agent-based secure electronic marketplace including reputation-tracking mechanisms. International Journal of Electronic Commerce, 6(4), 93–113.CrossRefGoogle Scholar
  12. Parisi, D., Cecconi, F., & Natale, F. (2003). Cultural change in spatial environments: The role of cultural assimilation and internal changes in cultures. The Journal of Conflict Resolution, 47(2), 163–179.CrossRefGoogle Scholar
  13. Radicchi, F., Castellano, C., Cecconi, F., Loreto, V., Parisi, D., & Parisi, G. (2004). Defining and identifying communities in networks. Proceedings of the National Academy of Sciences of the United States of America, 101(9), 2658–2663.CrossRefGoogle Scholar
  14. Yang, H.-D., Mason, R. M., & Chaudhury, A. (2001). The internet, value chain visibility, and learning. International Journal of Electronic Commerce, 6(1), 101–120.CrossRefGoogle Scholar

Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  1. 1.LABSS ISTC-CNRROMEItaly
  2. 2.QBT SaglChiassoSwitzerland

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