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Empirical Validation of Agent-Based Models: Alternatives and Prospects
Windrum, Paul; Fagiolo, Giorgio; Moneta, Alessio - In: Journal of Artificial Societies and Social Simulation 10 (2007) 2, pp. 8-8
calibration, the Werker-Brenner approach, and the history-friendly approach – and a set of (as yet) unresolved issues for …
Persistent link: https://www.econbiz.de/10005481587
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A critical guide to empirical validation of agent-based models in economics: methodologies, procedures, and open problems
Fagiolo, Giorgio; Moneta, Alessio; Windrum, Paul - 2007
The original publication is available at http://www.springer.com/
Persistent link: https://www.econbiz.de/10009455003
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A Critical Guide to Empirical Validation of Agent-Based Models in Economics: Methodologies, Procedures, and Open Problems
Fagiolo, Giorgio; Moneta, Alessio; Windrum, Paul - In: Computational Economics 30 (2007) 3, pp. 195-226
Persistent link: https://www.econbiz.de/10005701744
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Validation of agent-based models in economics and finance
Fagiolo, Giorgio; Guerini, Mattia; Lamperti, Francesco; … - 2017
) comparison between artificial and real-world data; (ii) calibration and estimation of model parameters; and (iii) parameter space …
Persistent link: https://www.econbiz.de/10011729421
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Empirical validation of agent-based models: A critical survey
Fagiolo, Giorgio; Windrum, Paul; Moneta, Alessio - 2006
analysis, the nature of the modelling assumptions, and the methodology of the analysis. Having identified the nature and causes … AB economics: indirect calibration, the Werker-Brenner approach, and the history-friendly approach. We also discuss a set …
Persistent link: https://www.econbiz.de/10010328553
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Empirical Validation of Agent Based Models: A Critical Survey
Fagiolo, Giorgio; Windrum, Paul; Moneta, Alessio - Laboratory of Economics and Management (LEM), Scuola … - 2006
analysis, the nature of the modelling assumptions, and the methodology of the analysis. Having identified the nature and causes … AB economics: indirect calibration, the Werker-Brenner approach, and the history-friendly approach. We also discuss a set …
Persistent link: https://www.econbiz.de/10005518712
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Schumpeter meeting Keynes: A policy-friendly model of endogenous growth and business cycles
Dosi, Giovanni; Fagiolo, Giorgio; Roventini, Andrea - 2008
This paper studies an agent-based model that bridges Keynesian theories of demandgeneration and Schumpeterian theories of technology-fueled economic growth. We employ the model to investigate the properties of macroeconomic dynamics and the impact of public polices on supply, demand and the...
Persistent link: https://www.econbiz.de/10010328628
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Schumpeter Meeting Keynes: A Policy-Friendly Model of Endogenous Growth and Business Cycles
Dosi, Giovanni; Fagiolo, Giorgio; Roventini, Andrea - Dipartimento di Scienze Economiche, Facoltà di Economia - 2008
This paper studies an agent-based model that bridges Keynesian theories of demandgeneration and Schumpeterian theories of technology-fueled economic growth. We employ the model to investigate the properties of macroeconomic dynamics and the impact of public polices on supply, demand and the...
Persistent link: https://www.econbiz.de/10008553013
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Schumpeter Meeting Keynes: A Policy-Friendly Model of Endogenous Growth and Business Cycles
Dosi, Giovanni; Fagiolo, Giorgio; Roventini, Andrea - Laboratory of Economics and Management (LEM), Scuola … - 2008
This paper studies an agent-based model that bridges Keynesian theories of demand generation and Schumpeterian theories of technology-fueled economic growth. We employ the model to investigate the properties of macroeconomic dynamics and the impact of public polices on supply, demand and the...
Persistent link: https://www.econbiz.de/10005518687
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Validation of agent-based models in economics and finance
Fagiolo, Giorgio; Guerini, Mattia; Lamperti, Francesco; … - 2017
) comparison between artificial and real-world data; (ii) calibration and estimation of model parameters; and (iii) parameter space …
Persistent link: https://www.econbiz.de/10011789767