We propose a mechanism to understand the phenomenon of self-organization of the stylized facts in financial markets. This question is addressed within a workable agent-based model which is particularly simple and mathematically well posed. A key element is the non-stationarity of the number of agents, that can enter or exit the market depending on the signal they perceive. This leads to a market dynamics which evolves spontaneously towards a regime with stylized facts. All situations without stylized facts are shown to be unstable. The stylized facts correspond to finite-size effects with respect to time and number of agents. These results have conceptual and practical implications that can be tested with suitable data. Copyright (C) EPLA, ...
International audienceMultiagent systems (MAS) provide a useful tool for exploring the complex dynam...
The dynamics in a financial market with heterogeneous agents is analyzed under dif-ferent market arc...
We study a dynamical Ising-like model of agents' opinions (buy or sell) with learning, in which the ...
We propose a mechanism to understand the phenomenon of self-organization of the stylized facts in fi...
We present a detailed analysis of the self-organization phenomenon in which the stylized facts origi...
We introduce a minimal agent based model for financial markets to understand the nature and self-or...
The fundamental idea developed throughout this work is the introduction of new metrics in Social Sci...
We present a detailed study of the statistical properties of the Agent Based Model introduced in pap...
International audienceThis paper introduces the implementation of a computational agent-based financ...
International audienceThis paper introduces the implementation of a computational agent-based financ...
In this thesis I have used tools and methods lent from Statistical Physics to build models or direct...
A characteristic feature of complex systems in general is a tight coupling between their c...
In this thesis I have used tools and methods lent from Statistical Physics to build models or direct...
The modeling of financial markets has a long tradition in economics and has developed into a signifi...
International audienceMultiagent systems (MAS) provide a useful tool for exploring the complex dynam...
International audienceMultiagent systems (MAS) provide a useful tool for exploring the complex dynam...
The dynamics in a financial market with heterogeneous agents is analyzed under dif-ferent market arc...
We study a dynamical Ising-like model of agents' opinions (buy or sell) with learning, in which the ...
We propose a mechanism to understand the phenomenon of self-organization of the stylized facts in fi...
We present a detailed analysis of the self-organization phenomenon in which the stylized facts origi...
We introduce a minimal agent based model for financial markets to understand the nature and self-or...
The fundamental idea developed throughout this work is the introduction of new metrics in Social Sci...
We present a detailed study of the statistical properties of the Agent Based Model introduced in pap...
International audienceThis paper introduces the implementation of a computational agent-based financ...
International audienceThis paper introduces the implementation of a computational agent-based financ...
In this thesis I have used tools and methods lent from Statistical Physics to build models or direct...
A characteristic feature of complex systems in general is a tight coupling between their c...
In this thesis I have used tools and methods lent from Statistical Physics to build models or direct...
The modeling of financial markets has a long tradition in economics and has developed into a signifi...
International audienceMultiagent systems (MAS) provide a useful tool for exploring the complex dynam...
International audienceMultiagent systems (MAS) provide a useful tool for exploring the complex dynam...
The dynamics in a financial market with heterogeneous agents is analyzed under dif-ferent market arc...
We study a dynamical Ising-like model of agents' opinions (buy or sell) with learning, in which the ...