Drawing on different disciplines: macroeconomic agent-based models

被引:0
作者
Andrew G. Haldane
Arthur E. Turrell
机构
[1] Bank of England,
来源
Journal of Evolutionary Economics | 2019年 / 29卷
关键词
Macroeconomics; Modelling; Agent-based; A12; B22; B40; C63;
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学科分类号
摘要
Macroeconomic modelling has been under intense scrutiny since the Great Financial Crisis, when serious shortcomings were exposed in the methodology used to understand the economy as a whole. Criticism has been levelled at the assumptions employed in the dominant models, particularly that economic agents are homogenous and optimising and that the economy is equilibrating. In a related paper (Haldane and Turrell Oxford Rev Econ Polic 34(1–2):219–251 2018), we argue that an interdisciplinary approach to modelling in macroeconomics is beneficial. Here we focus on what one such approach - agent-based modelling, which has been extensively used across a wide range of disciplines - could do for macroeconomics. Agent-based models are complementary to existing approaches to macroeconomics and are particularly well-suited to answering questions where complexity, heterogeneity, networks, and heuristics play an important role.
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页码:39 / 66
页数:27
相关论文
共 261 条
[31]  
Sanglier M(1998)Capital adjustment patterns in manufacturing plants Rev Econ Dyn 1 409-189
[32]  
Bartelsman EJ(2010)Schumpeter meeting keynes: a policy-friendly model of endogenous growth and business cycles J Econ Dyn Control 34 1748-60
[33]  
Doms M(2015)Fiscal and monetary policies in complex evolving economies J Econ Dyn Control 52 166-1604
[34]  
Battiston S(1999)Agent-based computational models and generative social science Complexity 4 41-0374
[35]  
Gatti DD(2006)Remarks on the foundations of agent-based generative social science Handbook Comput Econ 2 1585-1028
[36]  
Gallegati M(2016)Genetic fuzzy based artificial intelligence for unmanned combat aerial vehicle control in simulated air combat missions J Def Manag 6 2167-116
[37]  
Greenwald B(2002)Dynamic inconsistencies: counterfactual implications of a class of rational-expectations models Am Econ Rev 92 1013-669
[38]  
Stiglitz JE(2012)Macroeconomic policy in DSGE and agent-based models Revue de l’OFCE 5 67-10
[39]  
Gerdrup K(2017)Macroeconomic policy in DSGE and agent-based models redux: new developments and challenges ahead J Artif Soc Soc Simul 20 1-2940
[40]  
Jore AS(2008)Are output growth-rate distributions fat-tailed? Some evidence from OECD countries J Appl Econometr 23 639-1211