Recent advances in financial networks and agent-based model validation

被引:3
|
作者
Napoletano, Mauro [1 ,2 ,3 ]
Guerci, Eric [4 ]
Hanaki, Nobuyuki [4 ]
机构
[1] OFCE, Paris, France
[2] Univ Cote dAzur, SKEMA Business Sch, Sophia Antipolis, France
[3] Scuola Super Sant Anna, Sophia Antipolis, France
[4] Univ Cote dAzur, CNRS, GREDEG, 250 Rue Albert Einstein, F-06560 Valbonne, France
关键词
ECONOMIC-THEORY; MACROECONOMICS; SIMULATION; FRAGILITY; RISK;
D O I
10.1007/s11403-018-0221-z
中图分类号
F [经济];
学科分类号
02 ;
摘要
We introduce the papers appearing in the special issue of this journal associated with the WEHIA 2015. The papers in issue deal with two growing fields in the in the literature inspired by the complexity-based approach to economic analysis. The first group of contributions develops network models of financial systems and show how these models can shed light on relevant issues that emerged in the aftermath of the last financial crisis. The second group of contributions deals with the issue of validation of agent-based model. Agent-based models have proven extremely useful to account for key features economic dynamics that are usually neglected by more standard models. At the same time, agent-based models have been criticized for the lack of an adequate validation against empirical data. The works in this issue propose useful techniques to validate agent-based models, thus contributing to the wider diffusion of these models in the economic discipline.
引用
收藏
页码:1 / 7
页数:7
相关论文
共 50 条
  • [1] Agent-based model validation using Bayesian networks and vector spatial data
    Kocabas, Verda
    Dragicevic, Suzana
    ENVIRONMENT AND PLANNING B-PLANNING & DESIGN, 2009, 36 (05) : 787 - 801
  • [2] Disposition effect in an Agent-based Financial Market Model
    Li, Bangwei
    Shang, Wei
    Li, Hongquan
    Huo, Lin
    Xu, Shanying
    2ND INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND QUANTITATIVE MANAGEMENT, ITQM 2014, 2014, 31 : 680 - 690
  • [3] Stability of Financial Market: The Introduction to the JAVA']JAVA Simulation of Agent-Based Model
    Sperka, Roman
    Spisak, Marek
    Gorecki, Jan
    INTELLIGENT DECISION TECHNOLOGIES, 2013, 255 : 380 - 389
  • [4] Monetary policy experiments in an agent-based model with financial frictions
    Gatti, Domenico Delli
    Desiderio, Saul
    JOURNAL OF ECONOMIC INTERACTION AND COORDINATION, 2015, 10 (02) : 265 - 286
  • [5] Agent-Based Models for Financial Crises
    Bookstaber, Richard
    ANNUAL REVIEW OF FINANCIAL ECONOMICS, VOL 9, 2017, 9 : 85 - 100
  • [6] The Simulation of Financial Markets by an Agent-Based Mix-Game Model
    Gou, Chengling
    JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2006, 9 (03):
  • [7] Spatial Validation of Agent-Based Models
    Wikstrom, Kristoffer
    Nelson, Hal T.
    SUSTAINABILITY, 2022, 14 (24)
  • [8] Prices, debt and market structure in an agent-based model of the financial market
    Fischer, Thomas
    Riedler, Jesper
    JOURNAL OF ECONOMIC DYNAMICS & CONTROL, 2014, 48 : 95 - 120
  • [9] FINANCIAL TRANSACTION TAXATION IN AGENT-BASED SIMULATION
    Sperka, Roman
    Szarowska, Irena
    E & M EKONOMIE A MANAGEMENT, 2016, 19 (02): : 176 - 187
  • [10] A Behavioural Agent-Based Model for Housing Markets: Impact of Financial Shocks in the UK
    Gamal, Yahya
    Elsenbroich, Corinna
    Gilbert, Nigel
    Heppenstall, Alison
    Zia, Kashif
    JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2024, 27 (04):