Agent-based models of financial markets

E Samanidou, E Zschischang… - Reports on Progress in …, 2007 - iopscience.iop.org
This review deals with several microscopic ('agent-based') models of financial markets
which have been studied by economists and physicists over the last decade: Kim …

Econophysics and sociophysics: Their milestones & challenges

R Kutner, M Ausloos, D Grech, T Di Matteo… - Physica A: Statistical …, 2019 - Elsevier
In this review article we present some of achievements of econophysics and sociophysics
which appear to us the most significant. We briefly explain what their roles are in building of …

Agent-based simulation of a financial market

M Raberto, S Cincotti, SM Focardi… - Physica A: Statistical …, 2001 - Elsevier
This paper introduces an agent-based artificial financial market in which heterogeneous
agents trade one single asset through a realistic trading mechanism for price formation …

[BOOK][B] The statistical mechanics of financial markets

J Voit - 2003 - Springer
" Provides an excellent introduction for physicists interested in the statistical properties of
financial markets... basic financial terms such as shorts, limit orders, puts, calls, and other …

A microsimulation of traders activity in the stock market: the role of heterogeneity, agents' interactions and trade frictions

G Iori - Journal of Economic Behavior & Organization, 2002 - Elsevier
We propose a model with heterogeneous interacting traders which can explain some of the
stylized facts of stock market returns. In the model, synchronization effects, which generate …

Expectation bubbles in a spin model of markets: Intermittency from frustration across scales

S Bornholdt - International Journal of Modern Physics C, 2001 - World Scientific
A simple spin model is studied, motivated by the dynamics of traders in a market, where
expectation bubbles and crashes occur. The dynamics is governed by interactions, which …

Volatility clustering and scaling for financial time series due to attractor bubbling

A Krawiecki, JA Hołyst, D Helbing - Physical review letters, 2002 - APS
A microscopic model of financial markets is considered, consisting of many interacting
agents (spins) with global coupling and discrete-time heat bath dynamics, similar to random …

[BOOK][B] Agent-based computational economics: How the idea originated and where it is going

SH Chen - 2017 - taylorfrancis.com
This book aims to answer two questions that are fundamental to the study of agent-based
economic models: what is agent-based computational economics and why do we need …

Dynamics of price and trading volume in a spin model of stock markets with heterogeneous agents

T Kaizoji, S Bornholdt, Y Fujiwara - Physica A: Statistical Mechanics and its …, 2002 - Elsevier
The dynamics of a stock market with heterogeneous agents is discussed in the framework of
a recently proposed spin model for the emergence of bubbles and crashes. We relate the …

Herding behaviour and volatility clustering in financial markets

N Schmitt, F Westerhoff - Quantitative Finance, 2017 - Taylor & Francis
We propose a financial market model in which speculators follow a linear mix of technical
and fundamental trading rules to determine their orders. Volatility clustering arises in our …