Complex Systems Modeling and Simulation in Economics and Finance

Complex Systems Modeling and Simulation in Economics and Finance

Venkatachalam, Ragupathy; Kao, Ying-Fang; Du, Ye-Rong; Chen, Shu-Heng

Springer International Publishing AG

11/2018

307

Dura

Inglês

9783319996226

15 a 20 dias

641


ebook

Descrição não disponível.
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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Agent-based computational economics;CEF2015 proceedings;Complex adaptive systems;Complex economic systems;Evolutionary dynamics in economics;Evolutionary game theory;Machine learning in finance;Modelling economic networks;Quantitative finance and big data;Social networks and social simulation;data-driven science, modeling and theory building