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Economics with Heterogeneous Interacting Agents A Practical Guide to Agent-Based Modeling /
This book offers a practical guide to Agent Based economic modeling, adopting a "learning by doing" approach to help the reader master the fundamental tools needed to create and analyze Agent Based models. After providing them with a basic "toolkit" for Agent Based modeling, it p...
| Clasificación: | Libro Electrónico |
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| Autor Corporativo: | |
| Otros Autores: | , , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cham :
Springer International Publishing : Imprint: Springer,
2016.
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| Edición: | 1st ed. 2016. |
| Colección: | New Economic Windows,
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| Temas: | |
| Acceso en línea: | Texto Completo |
Tabla de Contenidos:
- Part I Introduction to Agent Based Economics (Editors)
- A brief historical and theoretical overview of the methodology
- From the micro to the macro
- Part II Getting started: The logical structure of an AB model
- Thinking agents and their behaviors
- Thinking market structures
- Defining the timing of the simulation model
- Part III Implementing the model
- A simple model of business fluctuations with heterogeneous interacting agents and credit networks
- Modeling financial markets in an agent-based framework
- Part IV Analyzing and validating the model
- Validation and calibration
- Scenario and policy analysis
- Economic networks analysis
- Testing micro heuristics in the lab
- Appendix/Website: Source codes of the applications presented.