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Business Analytics

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2015

Agent-based model

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Full-Text Articles in Business

Loss Aversion, Adaptive Beliefs, And Asset Pricing Dynamics, Kamal Samy Selim Prof, Ahmed Eltabee Okasha Dr., Heba M. Ezzat Dr. Sep 2015

Loss Aversion, Adaptive Beliefs, And Asset Pricing Dynamics, Kamal Samy Selim Prof, Ahmed Eltabee Okasha Dr., Heba M. Ezzat Dr.

Business Administration

We study asset pricing dynamics in artificial financial markets model. The financial market is populated with agents following two heterogeneous trading beliefs, the technical and the fundamental prediction rules. Agents switch between trading rules with respect to their past performance. The agents are loss averse over asset price fluctuations. Loss aversion behaviour depends on the past performance of the trading strategies in terms of an evolutionary fitness measure. We propose a novel application of the prospect theory to agent-based modelling, and by simulation, the effect of evolutionary fitness measure on adaptive belief system is investigated. For comparison, we study pricing …