Agent-Based Modelling in Economics
Buch in deiner Nähe kaufen
Beschreibung
Agent-based modelling in economics
Lynne Hamill and Nigel Gilbert, Centre for Research in Social Simulation (CRESS), University of Surrey, UK
New methods of economic modelling have been sought as a result of the global economic downturn in 2008.This unique book highlights the benefits of an agent-based modelling (ABM) approach. It demonstrates how ABM can easily handle complexity: heterogeneous people, households and firms interacting dynamically. Unlike traditional methods, ABM does not require people or firms to optimise or economic systems to reach equilibrium. ABM offers a way to link micro foundations directly to the macro situation.
Key features:
* Introduces the concept of agent-based modelling and shows how it differs from existing approaches.
* Provides a theoretical and methodological rationale for using ABM in economics, along with practical advice on how to design and create the models.
* Each chapter starts with a short summary of the relevant economic theory and then shows how to apply ABM.
* Explores both topics covered in basic economics textbooks and current important policy themes; unemployment, exchange rates, banking and environmental issues.
* Describes the models in pseudocode, enabling the reader to develop programs in their chosen language.
* Supported by a website featuring the NetLogo models described in the book.
Agent-based Modelling in Economics provides students and researchers with the skills to design, implement, and analyze agent-based models. Third year undergraduate, master and doctoral students, faculty and professional economists will find this book an invaluable resource.
Autor*in
Lynne Hamill
Themen in »Agent-Based Modelling in Economics«
Economic Theory Economics Research Methodologies Sociology Soziologie Soziologische Forschungsmethoden Statistics Statistics for Social Sciences Statistik Statistik in den Sozialwissenschaften Volkswirtschaftslehre Wirtschaftstheorie