Literature DB >> 11997443

Short-memory traders and their impact on group learning in financial markets.

Blake LeBaron1.   

Abstract

This article highlights several issues from simulating agent-based financial markets. These all center around the issue of learning in a multiagent setting, and specifically the question of whether the trading behavior of short-memory agents could interfere with the learning process of the market as whole. It is shown in a simple example that short-memory traders persist in generating excess volatility and other features common to actual markets. Problems related to short-memory trader behavior can be eliminated by using several different methods. These are discussed along with their relevance to agent-based models in general.

Year:  2002        PMID: 11997443      PMCID: PMC128586          DOI: 10.1073/pnas.072079699

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  5 in total

Review 1.  Advances in the agent-based modeling of economic and social behavior.

Authors:  Mitja Steinbacher; Matthias Raddant; Fariba Karimi; Eva Camacho Cuena; Simone Alfarano; Giulia Iori; Thomas Lux
Journal:  SN Bus Econ       Date:  2021-07-07

2.  Social epidemiology and complex system dynamic modelling as applied to health behaviour and drug use research.

Authors:  Sandro Galea; Chris Hall; George A Kaplan
Journal:  Int J Drug Policy       Date:  2008-10-18

3.  Social network analysis and agent-based modeling in social epidemiology.

Authors:  Abdulrahman M El-Sayed; Peter Scarborough; Lars Seemann; Sandro Galea
Journal:  Epidemiol Perspect Innov       Date:  2012-02-01

4.  An evolutionary model of bounded rationality and intelligence.

Authors:  Thomas J Brennan; Andrew W Lo
Journal:  PLoS One       Date:  2012-11-21       Impact factor: 3.240

Review 5.  Agent-based modeling: a systematic assessment of use cases and requirements for enhancing pharmaceutical research and development productivity.

Authors:  C Anthony Hunt; Ryan C Kennedy; Sean H J Kim; Glen E P Ropella
Journal:  Wiley Interdiscip Rev Syst Biol Med       Date:  2013-06-04
  5 in total

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