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相关论文: Price dynamics in financial markets: a kinetic app…

200 篇论文

We explore nature of price formation in financial markets and develop a theory of bid and ask price dynamics in which the two prices form due to quantum-chaotic interaction between buy and sell orders. In this model bid and ask prices are…

交易与市场微观结构 · 定量金融 2020-07-15 Jack Sarkissian

We propose a heterogeneous agent market model (HAM) in continuous time. The market is populated by fundamental traders and chartists, who both use simple linear trading rules. Most of the related literature explores stability, price…

综合经济学 · 经济学 2019-02-27 Zsolt Bihary , Attila András Víg

We propose a dynamical model of price formation on a spatial market where sellers and buyers are placed on the nodes of a graph, and the distribution of the buyers depends on the positions and prices of the sellers. We find that, depending…

物理与社会 · 物理学 2022-11-15 Andrea Civilini , Vito Latora

We use standard physics techniques to model trading and price formation in a market under the assumption that order arrival and cancellations are Poisson random processes. This model makes testable predictions for the most basic properties…

统计力学 · 物理学 2013-05-29 Marcus G. Daniels , J. Doyne Farmer , Laszlo Gillemot , Giulia Iori , Eric Smith

This paper is an attempt at understanding the quantum-like dynamics of financial markets in terms of non-differentiable price-time continuum having fractal properties. The main steps of this development are the statistical scaling, the…

统计金融 · 定量金融 2015-06-18 Vadim Nastasiuk

We introduce a stochastic price model where, together with a random component, a moving average of logarithmic prices contributes to the price formation. Our model is tested against financial datasets, showing an extremely good agreement…

无序系统与神经网络 · 物理学 2008-12-02 R. Baviera , M. Pasquini , J. Raboanary , M. Serva

Agent-based modeling is a powerful simulation technique to understand the collective behavior and microscopic interaction in complex financial systems. Recently, the concept for determining the key parameters of the agent-based models from…

统计金融 · 定量金融 2017-03-21 T. T. Chen , B. Zheng , Y. Li , X. F. Jiang

The new framework for finance is proposed. This framework based on three known approaches in econophysics. Assumptions of the framework are the following: 1. For the majority of situations market follows non-arbitrage condition. 2. For the…

综合金融 · 定量金融 2013-08-27 A. Morozovskiy , A. A. Snarskii , I. V. Bezsudnov , V. A. Sevryukov , J. Malinsky

The agent-based model of stock price dynamics on a directed evolving complex network is suggested and studied by direct simulation. The stationary regime is maintained as a result of the balance between the extremal dynamics, adaptivity of…

物理与社会 · 物理学 2009-11-13 D. Horvath , Z. Kuscsik

We suggest that the broad distribution of time scales in financial markets could be a crucial ingredient to reproduce realistic price dynamics in stylised Agent-Based Models. We propose a fractional reaction-diffusion model for the dynamics…

数理金融 · 定量金融 2018-03-14 Michael Benzaquen , Jean-Philippe Bouchaud

New continuous and stochastic extensions of the minority game, devised as a fundamental model for a market of competitive agents, are introduced and studied in the context of statistical physics. The new formulation reproduces the key…

统计力学 · 物理学 2009-10-31 Andrea Cavagna , Juan P. Garrahan , Irene Giardina , David Sherrington

We present results on simulations of a stock market with heterogeneous, cumulative information setup. We find a non-monotonic behaviour of traders' returns as a function of their information level. Particularly, the average informed agents…

交易与市场微观结构 · 定量金融 2008-12-02 Bence Toth , Enrico Scalas

We propose a novel kinetic exchange model differing from previous ones in two main aspects. First, the basic dynamics is modified in order to represent economies where immediate wealth exchanges are carried out, instead of reshufflings or…

综合金融 · 定量金融 2015-05-07 Els Heinsalu , Marco Patriarca

We propose a frustrated and disordered many-body model of a stockmarket in which independent adaptive traders can trade a stock subject to the economic law of supply and demand. We show that the typical scaling properties and the correlated…

统计力学 · 物理学 2008-12-02 Fabio Franci , Lorenzo Matassini

We propose and analyze numerically a simple dynamical model that describes the firm behaviors under uncertainty of demand forecast. Iterating this simple model and varying some parameters values we observe a wide variety of market dynamics…

综合金融 · 定量金融 2017-11-22 Asaf Levi , Juan Sabuco , Miguel A. F. Sanjuan

In this paper we seek to demonstrate the predictability of stock market returns and explain the nature of this return predictability. To this end, we introduce investors with different investment horizons into the news-driven, analytic,…

综合金融 · 定量金融 2016-03-30 Dimitri Kroujiline , Maxim Gusev , Dmitry Ushanov , Sergey V. Sharov , Boris Govorkov

Models of auctions or tendering processes are introduced. In every round of bidding the players select their bid from a probability distribution and whenever a bid is unsuccessful, it is discarded and replaced. For simple models, the…

适应与自组织系统 · 物理学 2009-11-07 R. D'Hulst , G. J. Rodgers

We consider models of financial markets in which all parties involved find incentives to participate. Strategies are evaluated directly by their virtual wealths. By tuning the price sensitivity and market impact, a phase diagram with…

交易与市场微观结构 · 定量金融 2009-11-13 C. H. Yeung , K. Y. Michael Wong , Y. -C. Zhang

The aim of this paper is to propose a heterogeneous agent model of stock markets that develop complicated endogenous price fluctuations. We find occurrences of non-stationary chaos, or speculative bubble, are caused by the heterogeneity of…

混沌动力学 · 物理学 2013-09-11 Taisei Kaizoji

We propose a minimal model for the collective dynamics of opinion formation in the society, by modifying kinetic exchange dynamics studied in the context of income, money or wealth distributions in a society. This model has an intriguing…

物理与社会 · 物理学 2010-10-27 Mehdi Lallouache , Anirban Chakraborti , Bikas K. Chakrabarti