Skip to main content

Heterogeneous Beliefs Under Different Market Architectures

  • Chapter
Advances in Artificial Economics

Part of the book series: Lecture Notes in Economics and Mathematical Systems ((LNE,volume 584))

Abstract

The paper analyzes the dynamics in a model with heterogeneous agents trading in simple markets under different trading protocols. Starting with the analytically tractable model of [4], we build a simulation platform with the aim to investigate the impact of the trading rules on the agents’ ecology and aggregate time series properties. The key behavioral feature of the model is the presence of a finite set of simple beliefs which agents choose each time step according to a fitness measure. The price is determined endogenously and our focus is on the role of the structural assumption about the market architecture. Analyzing dynamics under such different trading protocols as the Walrasian auction, the batch auction and the ‘order-book’ mechanism, we find that the resulting time series are similar to those originating from the noisy version of the model [4]. We distinguish the randomness caused by a finite number of agents and the randomness induced by an order-based mechanisms and analyze their impact on the model dynamics.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Arthur WB, Holland JH, LeBaron B, Palmer R, Tayler P (1997) Asset pricing under endogenous expectations in an artificial stock market. In: Arthur WB, Durlauf SN, Lane D (eds) The economy as an evolving complex system II: 15–44. Addison-Wesley

    Google Scholar 

  2. Bottazzi G, Dosi G, Rebesco I (2005) Institutional architectures and behavioral ecologies in the dynamics of financial markets: a preliminary investigation. Journal of Mathematical Economics 41: 197–228

    Article  MATH  MathSciNet  Google Scholar 

  3. Brock WA (1997) Asset price behavior in complex environments. In: Arthur WB, Durlauf SN, Lane DA (eds) The economy as an evolving complex system II: 385–423. Addison-Wesley

    Google Scholar 

  4. Brock WA, Hommes CH (1998) Heterogeneous beliefs and routes to chaos in a simple asset pricing model. Journal of Economic Dynamics and Control 22: 1235–1274

    Article  MATH  MathSciNet  Google Scholar 

  5. Gaunersdorfer A, Hommes CH (2005) A nonlinear structural model for volatility clustering. In: Teyssière G, Kirman A (eds) Long Memory in Economics: 265–288. Springer

    Google Scholar 

  6. Hommes CH (2006) Heterogeneous agent models in economics and finance. In: Judd K, Tesfatsion L (eds) Handbook of Computational Economics II: Agent-Based Computational Economics. Elsevier, North-Holland

    Google Scholar 

  7. LeBaron B (2000) Agent-based computational finance: suggested readings and early research. Journal of Economic Dynamics and Control 24: 679–702

    Article  MATH  Google Scholar 

  8. LeBaron B (2006) Agent-based computational finance. In: Judd K, Tesfatsion L (eds) Handbook of Computational Economics II: Agent-Based Computational Economics. Elsevier, North-Holland

    Google Scholar 

  9. LeBaron B, Arthur WB, Palmer R (1999) Time series properties of an artificial stock market. Journal of Economic Dynamics and Control 23: 1487–1516

    Article  MATH  Google Scholar 

  10. Levy M, Levy H and Solomon S (2000) Microscopic simulation of financial markets. Academic Press, London

    Google Scholar 

  11. LiCalzi M, Pellizzari P (2003) Fundamentalists clashing over the book: a study of order-driven stock markets. Quantitative Finance 3: 1–11

    Article  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2006 Springer-Verlag Berlin Heidelberg

About this chapter

Cite this chapter

Anufriev, M., Panchenko, V. (2006). Heterogeneous Beliefs Under Different Market Architectures. In: Bruun, C. (eds) Advances in Artificial Economics. Lecture Notes in Economics and Mathematical Systems, vol 584. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-37249-0_1

Download citation

  • DOI: https://doi.org/10.1007/3-540-37249-0_1

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-37247-9

  • Online ISBN: 978-3-540-37249-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics