Lecture Notes in Social Networks

System Dynamics Modeling with R

Authors: Duggan, Jim

  • Provides a comprehensive list of model solutions in Vensim and R
  • Provides Powerpoint slides appropriate for lecture usage
  • Broadens the base of the potential audience by including disaggregate diffusion models and statistical screening
  • Attractive for computer science students and also provides the SD community with new skills to build simulation models using an open source framework
  • Provides a unique knowledge base for SD modelers to enhance policy analysis by using computational methods that are accessible via the R Framework
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Buy this book

eBook 65,44 €
price for Spain (gross)
  • ISBN 978-3-319-34043-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 80,07 €
price for Spain (gross)
  • ISBN 978-3-319-34041-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This new interdisciplinary work presents system dynamics as a powerful approach to enable analysts build simulation models of social systems, with a view toward enhancing decision making. Grounded in the feedback perspective of complex systems, the book provides a practical introduction to system dynamics, and covers key concepts such as stocks, flows, and feedback. Societal challenges such as predicting the impact of an emerging infectious disease, estimating population growth, and assessing the capacity of health services to cope with demographic change can all benefit from the application of computer simulation. This text explains important building blocks of the system dynamics approach, including material delays, stock management heuristics, and how to model effects between different systemic elements. Models from epidemiology, health systems, and economics are presented to illuminate important ideas, and the R programming language is used to provide an open-source and interoperable way to build system dynamics models. System Dynamics Modeling with R also describes hands-on techniques that can enhance client confidence in system dynamic models, including model testing, model analysis, and calibration. Developed from the author’s course in system dynamics, this book is written for undergraduate and postgraduate students of management, operations research, computer science, and applied mathematics. Its focus is on the fundamental building blocks of system dynamics models, and its choice of R as a modeling language make it an ideal reference text for those wishing to integrate system dynamics modeling with related data analytic methods and techniques.

About the authors

Dr. Jim Duggan is a Senior Lecturer in Information Technology in the College of Engineering and Informatics at the National University of Ireland Galway. He received both his Masters and Ph.D. from University College Galway, Ireland (1987 and 1990), in the discipline of Industrial Engineering and Information Systems. He has worked as a software engineer in industry, specializing in the design and implementation of decision support systems. He has also consulted in business process analysis and quality management with multinational organizations, in order to apply modern systems engineering principles to improve process efficiency and effectiveness. He has extensive experience in system dynamics teaching and research, and collaborates on interdisciplinary projects using system dynamics to enhance decision making. Examples include: long-term health systems planning, crowdsourcing systems for public health surveillance, early-warning systems for extreme weather events, and mHealth applications to support health-changing behaviours. Dr. Duggan’s main research interests are in the application of system dynamics, data science, and simulation to public health policy challenges. He has published over 90 peer-reviewed papers, and is on the editorial board for the System Dynamics Review.

Table of contents (7 chapters)

Buy this book

eBook 65,44 €
price for Spain (gross)
  • ISBN 978-3-319-34043-2
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 80,07 €
price for Spain (gross)
  • ISBN 978-3-319-34041-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
System Dynamics Modeling with R
Authors
Series Title
Lecture Notes in Social Networks
Copyright
2016
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-34043-2
DOI
10.1007/978-3-319-34043-2
Hardcover ISBN
978-3-319-34041-8
Series ISSN
2190-5428
Edition Number
1
Number of Pages
XVIII, 176
Number of Illustrations and Tables
8 b/w illustrations, 46 illustrations in colour
Topics