| 刊年 | 2015 |
| G/SMD | リモートファイル |
| 形態 | 1 online resource (448 p.) |
| 注記 | Includes bibliographical references and index
Restricted to subscribers or individual electronic text purchasers
Simulation modeling is increasingly integrated into research and policy analysis of complex sociotechnical systems in a variety of domains. Model-based analysis and policy design inform a range of applications in fields from economics to engineering to health care. This book offers a hands-on introduction to key analytical methods for dynamic modeling. Bringing together tools and methodologies from fields as diverse as computational statistics, econometrics, and operations research in a single text, the book can be used for graduate-level courses and as a reference for dynamic modelers who want to expand their methodological toolbox.The focus is on quantitative techniques for use by dynamic modelers during model construction and analysis, and the material presented is accessible to readers with a background in college-level calculus and statistics. Each chapter describes a key method, presenting an introduction that emphasizes the basic intuition behind each method, tutorial style examples, references to key literature, and exercises. The chapter authors are all experts in the tools and methods they present. The book covers estimation of model parameters using quantitative data; understanding the links between model structure and its behavior; and decision support and optimization. An online appendix offers computer code for applications, models, and solutions to exercises.ContributorsWenyi An, Edward G. Anderson Jr., Yaman Barlas, Nishesh Chalise, Robert Eberlein, Hamed Ghoddusi, Winfried Grassmann, Peter S. Hovmand, Mohammad S. Jalali, Nitin Joglekar, David Keith, Juxin Liu, Erling Moxnes, Rogelio Oliva, Nathaniel D. Osgood, Hazhir Rahmandad, Raymond Spiteri, John Sterman, Jeroen Struben, Burcu Tan, Karen Yee, Gonen Ycel
Also available in print
Mode of access: World Wide Web
Description based on PDF viewed 12/29/2015
URL:https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=7347042(Abstract with links to resource) |
| 出版国 | アメリカ合衆国 |
| 標題言語 | 英語 |
| 本文言語 | 英語 |
| 著者情報 | Rahmandad, Hazhir
|
| ISBN | 9780262331449(: electronic bk)
|
| 無効/取消ISBN | 9780262029490(: electronic bk)
|
| 件名 | LCSH:Simulationmethods
LCSH:Systemanalysis
|
| NCID | 7347042 |
| IDENT | https://ieeexplore.ieee.org/xpl/bkabstractplus.jsp?bkn=7347042 |