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Viser: Agent-Based Models
Agent-Based Models
Domenico Delli Gatti, Giorgio Fagiolo, Mauro Gallegati, Matteo Richiardi og Alberto Russo
(2018)
Sprog: Engelsk
Cambridge University Press
347,00 kr.
Print on demand. Leveringstid vil være ca 2-3 uger.
Detaljer om varen
- Paperback: 260 sider
- Udgiver: Cambridge University Press (Marts 2018)
- Forfattere: Domenico Delli Gatti, Giorgio Fagiolo, Mauro Gallegati, Matteo Richiardi og Alberto Russo
- ISBN: 9781108400046
In contrast to mainstream economics, complexity theory conceives the economy as a complex system of heterogeneous interacting agents characterised by limited information and bounded rationality. Agent Based Models (ABMs) are the analytical and computational tools developed by the proponents of this emerging methodology. Aimed at students and scholars of contemporary economics, this book includes a comprehensive toolkit for agent-based computational economics, now quickly becoming the new way to study evolving economic systems. Leading scholars in the field explain how ABMs can be applied fruitfully to many real-world economic examples and represent a great advancement over mainstream approaches. The essays discuss the methodological bases of agent-based approaches and demonstrate step-by-step how to build, simulate and analyse ABMs and how to validate their outputs empirically using the data. They also present a wide set of applications of these models to key economic topics, including the business cycle, labour markets, and economic growth.
1. Introduction;
2. Agent-based computational economics: what, why, when;
3. Agent-based models as recursive systems;
4. Rationality, behaviour and expectations;
5. Agents' behaviour and learning;
6. Interaction;
7. The agent-based experiment;
8. Empirical validation of agent-based models;
9. Estimation of agent-based models;
10. Epilogue.
2. Agent-based computational economics: what, why, when;
3. Agent-based models as recursive systems;
4. Rationality, behaviour and expectations;
5. Agents' behaviour and learning;
6. Interaction;
7. The agent-based experiment;
8. Empirical validation of agent-based models;
9. Estimation of agent-based models;
10. Epilogue.
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Tlf 77 42 43 44 - email poly@polyteknisk.dk - CVR 34072655 - Sydbank Reg: 6748 Konto 0001107927