A basic macroeconomic agent-based model for analyzing monetary regime shifts

被引:0
|
作者
Peters, Florian [1 ]
Neuberger, Doris [1 ]
Reinhardt, Oliver [2 ]
Uhrmacher, Adelinde [2 ]
机构
[1] Univ Rostock, Fac Econ & Social Sci, Dept Econ, Rostock, Germany
[2] Univ Rostock, Fac Comp Sci & Elect Engn, Visual & Analyt Comp, Rostock, Germany
来源
PLOS ONE | 2022年 / 17卷 / 12期
关键词
MARKET IMPERFECTIONS; CREDIT BOOMS; ORGANIZATION; GROWTH; POLICY; CYCLE; POWER;
D O I
10.1371/journal.pone.0277615
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In macroeconomics, an emerging discussion of alternative monetary systems addresses the dimensions of systemic risk in advanced financial systems. Monetary regime changes with the aim of achieving a more sustainable financial system have already been discussed in several European parliaments and were the subject of a referendum in Switzerland. However, their effectiveness and efficacy concerning macro-financial stability are not well-known. This paper defines the economic requirements for modeling the current monetary system and introduces the corresponding macroeconomic agent-based model (MABM) in a continuous-time stochastic agent-based simulation environment with a provenance model. This MABM aims to present a starting point for exploring and analyzing monetary reforms. In this context, the monetary system affects the lending potential of banks and might impact the dynamics of financial crises. MABMs are predestined to replicate emergent financial crisis dynamics, analyze institutional changes within a financial system, and thus measure macro-financial stability. The used simulation environment makes the model more accessible and facilitates exploring the impact of different hypotheses and mechanisms in a less complex way. Moreover, the model replicates a wide range of stylized economic facts, which validates it as an analysis tool to implement and compare monetary regime shifts.
引用
收藏
页数:39
相关论文
共 50 条
  • [21] Monetary policy and dark corners in a stylized agent-based model
    Stanislao Gualdi
    Marco Tarzia
    Francesco Zamponi
    Jean-Philippe Bouchaud
    Journal of Economic Interaction and Coordination, 2017, 12 : 507 - 537
  • [22] Monetary policy experiments in an agent-based model with financial frictions
    Domenico Delli Gatti
    Saul Desiderio
    Journal of Economic Interaction and Coordination, 2015, 10 : 265 - 286
  • [23] Monetary policy and dark corners in a stylized agent-based model
    Gualdi, Stanislao
    Tarzia, Marco
    Zamponi, Francesco
    Bouchaud, Jean-Philippe
    JOURNAL OF ECONOMIC INTERACTION AND COORDINATION, 2017, 12 (03) : 507 - 537
  • [24] SOVEREIGN DEFAULT CONTAGION AND MONETARY POLICY IN AN AGENT-BASED MODEL
    SILVESTRE, J. O. A. O.
    ADVANCES IN COMPLEX SYSTEMS, 2020, 23 (04):
  • [25] Credit Money and Macroeconomic Instability in the Agent-based Model and Simulator Eurace
    Cincotti, Silvano
    Raberto, Marco
    Teglio, Andrea
    ECONOMICS-THE OPEN ACCESS OPEN-ASSESSMENT E-JOURNAL, 2010, 4
  • [26] Micro-Foundations of Macroeconomic Dynamics: The Agent-Based BAM Model
    Platas-Lopez, Alejandro
    Guerra-Hernandez, Alejandro
    Cecconi, Federico
    Paolucci, Mario
    Grimaldo, Francisco
    ARTIFICIAL INTELLIGENCE RESEARCH AND DEVELOPMENT, 2019, 319 : 319 - 328
  • [27] The effects of interbank networks on efficiency and stability in a macroeconomic agent-based model
    Gurgone, Andrea
    Iori, Giulia
    Jafarey, Saqib
    JOURNAL OF ECONOMIC DYNAMICS & CONTROL, 2018, 91 : 257 - 288
  • [28] An Agent-based Model for Analyzing Diffusion of Biodiesel Production Schemes
    Yasuda, Ryuske
    Batres, Rafael
    22 EUROPEAN SYMPOSIUM ON COMPUTER AIDED PROCESS ENGINEERING, 2012, 30 : 192 - 196
  • [29] On the Macroeconomic Effect of Extortion: An Agent-Based Approach
    Platas-Lopez, Alejandro
    Guerra-Hernandez, Alejandro
    Grimaldo, Francisco
    JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2021, 24 (01): : 1 - 28
  • [30] Tipping points in macroeconomic agent-based models
    Gualdi, Stanislao
    Tarzia, Marco
    Zamponi, Francesco
    Bouchaud, Jean-Philippe
    JOURNAL OF ECONOMIC DYNAMICS & CONTROL, 2015, 50 : 29 - 61