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Complex Systems Modeling and Simulation in Economics and Finance
ISBN-13:
9783319996240
Veröffentl:
2018
Seiten:
307
Autor:
Shu-Heng Chen
Serie:
Springer Proceedings in Complexity
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
1 - PDF Watermark
Sprache:
Englisch
Beschreibung:
This title brings together frontier research on complex economic systems, heterogeneous interacting agents, bounded rationality, and nonlinear dynamics in economics. The book contains the proceedings of the CEF2015 (21st Computing in Economics in Finance), held 20-22 June 2015 in Taipei, Taiwan, and addresses some of the important driving forces for various emergent properties in economies, when viewed as complex systems. The breakthroughs reported in this book are a result of an interdisciplinary approach and simulation remains the unifying theme for these papers as they deal with a wide range of topics in economics. This text is a valuable addition to complex systems scholarship in view of economic science. The computational experiments reported in the book are both transparent and replicable.
Agent-Based Macro Models.- Laboratory Experiments.- Expectations and Learning.- The Cross-Strait: Computational and Behavioral Approach to Economics.- Quantitative Finance.- Theory of Heterogeneous Agents.- Modelling Economic Networks.- Computational Methods.- Agent-Based Models and Policy Design.- Agent-Based Models: Econometric issues and Validation.- Machine Learning in Finance.- Systemic Risks and Network Resilience.- House Prices and Mortgage Debt.- Dynamics of limit order markets.- Asset pricing and portfolio optimization.- Measuring risks in financial assets.
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