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Antipersistent dynamics in kinetic models of wealth exchange
Sanchari Goswami1, Arnab Chatterjee, Parongama Sen
1Department of Physics, University of Calcutta, Kolkata, India. sg.phys.caluniv@gmail.com
Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics
|December 21, 2011
Summary
Agents
Area of Science:
- Econophysics
- Statistical mechanics of financial markets
- Agent-based modeling
Background:
- Kinetic models of wealth exchange describe agent interactions.
- Previous work modeled agent wealth dynamics as a walk in gain-loss space.
- Diffusive behavior observed in models with no or uniform saving propensity.
Purpose of the Study:
- Investigate detailed dynamics of agent gains and losses in kinetic wealth exchange models.
- Analyze the nature of the gain-loss walk when saving propensity is randomly distributed.
- Explore microscopic differences between these walks and biased random walks.
Main Methods:
- Agent-based modeling of wealth exchange.
- Analysis of gain-loss dynamics in abstract space.
- Comparison of microscopic and macroscopic walk properties.
Main Results:
- Random saving propensity (λ) leads to ballistic walk behavior (except at λ*≈0.47).
- Microscopic analysis reveals significant differences from biased random walks.
- An antipersistent tendency to alternate gains and losses is identified.
Conclusions:
- Antipersistence in gain-loss sequences is a key feature across different saving models.
- Distributed saving introduces antipersistence alongside an overall bias.
- Kinetic wealth models exhibit non-trivial walk dynamics beyond simple random processes.
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