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相关论文: Queueing Theoretic Approaches to Financial Price F…

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We present a dynamical model for the price evolution of financial assets. The model is based in a two level structure. In the first stage one finds an agent-based model that describes the present state of the investors' beliefs,…

交易与市场微观结构 · 定量金融 2009-07-30 Miquel Montero

We investigate the financial market dynamics by introducing a heterogeneous agent-based opinion formation model. In this work, we organize the individuals in a financial market by their trading strategy, namely noise traders and…

统计金融 · 定量金融 2022-12-28 Mateus F. B. Granha , André L. M. Vilela , Chao Wang , Kenric P. Nelson , H. Eugene Stanley

We describe a new model to simulate the dynamic interactions between market price and the decisions of two different kind of traders. They possess spatial mobility allowing to group together to form coalitions. Each coalition follows a…

统计力学 · 物理学 2009-10-31 Filippo Castiglione

We propose a general interpretation for long-range correlation effects in the activity and volatility of financial markets. This interpretation is based on the fact that the choice between `active' and `inactive' strategies is subordinated…

无序系统与神经网络 · 物理学 2009-11-07 Irene Giardina , Jean-Philippe Bouchaud , Marc Mézard

This paper outlines an agent-based model of a simple financial market in which a single asset is available for trade by three different types of traders. The model was first introduced in the PhD thesis of one of the authors, see reference…

交易与市场微观结构 · 定量金融 2019-01-17 Elena Green , Daniel M. Heffernan

We consider the randomness of market trade as the origin of price and return stochasticity. We look at time series of trade values and volumes as random variables during the averaging interval {\Delta} and describe the dependences of…

统计金融 · 定量金融 2024-06-18 Victor Olkhov

We introduce a minimal Agent Based Model for financial markets to understand the nature and Self-Organization of the Stylized Facts. The model is minimal in the sense that we try to identify the essential ingredients to reproduce the main…

交易与市场微观结构 · 定量金融 2009-11-13 V. Alfi , M. Cristelli , L. Pietronero , A. Zaccaria

We propose coalescent mechanism of economic grow because of redistribution of external resources. It leads to Zipf distribution of firms over their sizes, turning to stretched exponent because of size-dependent effects, and predicts…

统计金融 · 定量金融 2008-12-02 S. V. Panyukov

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

Throughout history, many countries have repeatedly experienced large swings in asset prices, which are usually accompanied by large fluctuations in macroeconomic activity. One of the characteristics of the period before major economic…

理论经济学 · 经济学 2024-08-12 Tomohiro Hirano

Standard models of asset price dynamics, such as geometric Brownian motion (see, for example, Osborne, 1959, Samuelson, 2016), do not formally incorporate investor inertia. This paper presents a two-stage framework for modelling this…

理论经济学 · 经济学 2025-11-27 Diego da Silva Santos , Luiz Gustavo Bastos Pinho

Background: For complex financial systems, the negative and positive return-volatility correlations, i.e., the so-called leverage and anti-leverage effects, are particularly important for the understanding of the price dynamics. However,…

统计金融 · 定量金融 2014-07-22 Jun-jie Chen , Bo Zheng , Lei Tan

In this paper we discuss a scaling approach to business fluctuations. Our starting point consists in recognizing that concepts and methods derived from physics have allowed economists to (re)discover a set of stylized facts which have to be…

In this paper we present a continuous time dynamical model of heterogeneous agents interacting in a financial market where transactions are cleared by a market maker. The market is composed of fundamentalist, trend following and contrarian…

数据分析、统计与概率 · 物理学 2008-12-10 Giuseppe Garofalo , Alessandro Sansone

We focus on the influence of external sources of information upon financial markets. In particular, we develop a stochastic agent-based market model characterized by a certain herding behavior as well as allowing traders to be influenced by…

综合金融 · 定量金融 2015-07-28 Adrián Carro , Raúl Toral , Maxi San Miguel

This paper studies the links between the descriptions of macroeconomic variables and statistical moments of market trade, price, and return. The randomness of market trade values and volumes during the averaging interval {\Delta} results in…

综合经济学 · 经济学 2024-04-22 Victor Olkhov

We present a model that investigates the spontaneous emergence of randomness in equity market microstructure. The phase space analysis of our model exposes an endogenous source of fluctuation in price and volume. We formulate a control…

概率论 · 数学 2008-12-02 Ted Theodosopoulos , Muffasir Badshah

We propose an artificial market model based on deterministic agents. The agents modify their ask/bid price depending on past price changes. The temporal development of market price fluctuations is calculated numerically. A probability…

统计力学 · 物理学 2008-12-10 Aki-Hiro Sato , Hideki Takayasu

We develop a theory of securities price formation and dynamics based on quantum approach and without presuming any similarities with quantum mechanics. Disorder introduced by trading environment leads to probability distribution of returns…

交易与市场微观结构 · 定量金融 2016-05-19 Jack Sarkissian

We investigate the general problem of how to model the kinematics of stock prices without considering the dynamical causes of motion. We propose a stochastic process with long-range correlated absolute returns. We find that the model is…

无序系统与神经网络 · 物理学 2008-12-02 M. Serva , U. L. Fulco , M. L. Lyra , G. M. Viswanathan