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Episodes of market crashes have fascinated economists for centuries. Although many academics, practitioners and policy makers have studied questions related to collapsing asset price bubbles, there is little consensus yet about their causes…

风险管理 · 定量金融 2008-12-15 T. Kaizoji , D. Sornette

A dynamical model is introduced for the formation of a bullish or bearish trends driving an asset price in a given market. Initially, each agent decides to buy or sell according to its personal opinion, which results from the combination of…

物理与社会 · 物理学 2011-06-09 Serge Galam

We present a simple agent-based model to study the development of a bubble and the consequential crash and investigate how their proximate triggering factor might relate to their fundamental mechanism, and vice versa. Our agents invest…

交易与市场微观结构 · 定量金融 2010-11-12 Georges Harras , Didier Sornette

We define and study a rather complex market model, inspired from the Santa Fe artificial market and the Minority Game. Agents have different strategies among which they can choose, according to their relative profitability, with the…

凝聚态物理 · 物理学 2009-11-07 Irene Giardina , Jean-Philippe Bouchaud

We study a rational expectation model of bubbles and crashes. The model has two components : (1) our key assumption is that a crash may be caused by local self-reinforcing imitation between noise traders. If the tendency for noise traders…

凝聚态物理 · 物理学 2007-05-23 Anders Johansen , Olivier Ledoit , Didier Sornette

Standard economic theory assumes that agents in markets behave rationally. However, the observation of extremely large fluctuations in the price of financial assets that are not correlated to changes in their fundamental value, as well as…

物理与社会 · 物理学 2015-06-26 Sitabhra Sinha

The dual crises of the sub-prime mortgage crisis and the global financial crisis has prompted a call for explanations of non-equilibrium market dynamics. Recently a promising approach has been the use of agent based models (ABMs) to…

综合经济学 · 经济学 2018-09-06 Michael S. Harré

Proving the existence of speculative financial bubbles even a posteriori has proven exceedingly difficult so anticipating a speculative bubble ex ante would at first seem an impossible task. Still as illustrated by the recent turmoil in…

交易与市场微观结构 · 定量金融 2008-12-02 Magda Roszczynska , Andrzej Nowak , Daniel Kamieniarz , Sorin Solomon , Jorgen Vitting Andersen

The efficient market hypothesis (EMH), based on rational expectations and market equilibrium, is the dominant perspective for modelling economic markets. However, the most notable critique of the EMH is the inability to model periods of…

多智能体系统 · 计算机科学 2023-02-14 Benjamin Patrick Evans , Mikhail Prokopenko

The financial crisis of 2008, which started with an initially well-defined epicenter focused on mortgage backed securities (MBS), has been cascading into a global economic recession, whose increasing severity and uncertain duration has led…

风险管理 · 定量金融 2015-05-13 Didier Sornette , Ryan Woodard

As we show using the notion of equilibrium in the theory of infinite sequential games, bubbles and escalations are rational for economic and environmental agents, who believe in an infinite world. This goes against a vision of a self…

计算机科学与博弈论 · 计算机科学 2013-05-02 Pierre Lescanne

This paper develops a dynamic equilibrium model where agents exhibit a strong form of belief heterogeneity: they disagree about zero probability events. It is shown that, somewhat surprisingly, equilibrium exists in this setting, and that…

综合金融 · 定量金融 2013-06-24 Martin Larsson

Rationality is frequently associated with making the best possible decisions. It's widely acknowledged that humans, as rational beings, have limitations in their decision-making capabilities. Nevertheless, recent advancements in fields,…

计算机与社会 · 计算机科学 2023-11-03 Dibakar Das

In complex systems, many different parts interact in non-obvious ways. Traditional research focuses on a few or a single aspect of the problem so as to analyze it with the tools available. To get a better insight of phenomena that emerge…

多智能体系统 · 计算机科学 2015-04-03 Klaus Jaffe

This article is a follow-up of a short essay that appeared in Nature 455, 1181 (2008) [arXiv:0810.5306]. It has become increasingly clear that the erratic dynamics of markets is mostly endogenous and not due to the rational processing of…

综合金融 · 定量金融 2009-04-07 Jean-Philippe Bouchaud

We present a dynamical theory of asset price bubbles that exhibits the appearance of bubbles and their subsequent crashes. We show that when speculative trends dominate over fundamental beliefs, bubbles form, leading to the growth of asset…

adap-org · 物理学 2008-02-03 Michael Youssefmir , Bernardo Huberman , Tad Hogg

We present an interacting-agent model of speculative activity explaining bubbles and crashes in stock markets. We describe stock markets through an infinite-range Ising model to formulate the tendency of traders getting influenced by the…

统计力学 · 物理学 2009-10-31 Taisei Kaizoji

Pertaining to Agent-based Computational Economics (ACE), this work presents two models for the rise and downfall of speculative bubbles through an exchange price fixing based on double auction mechanisms. The first model is based on a…

计算机科学与博弈论 · 计算机科学 2016-08-16 Yann Semet , Sylvain Gelly , Marc Schoenauer , Michèle Sebag

Assessing the stability of economic systems is a fundamental research focus in economics, that has become increasingly interdisciplinary in the currently troubled economic situation. In particular, much attention has been devoted to the…

风险管理 · 定量金融 2017-02-24 Matteo Serri , Guido Caldarelli , Giulio Cimini

A new emergence mechanism related to the human fuzzy rationality is considered. It assumes that individuals (operators) governing the dynamics of a certain system try to follow an optimal strategy in controlling its motion but fail to do…

物理与社会 · 物理学 2014-01-30 Ihor Lubashevsky
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