Foundations and methods of stochastic simulation : a first course /
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Author / Creator: | Nelson, Barry L. |
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Imprint: | New York : Springer, ©2013. |
Description: | 1 online resource (283 pages). |
Language: | English |
Series: | International series in operations research & management science, 0884-8289 ; v. 187 International series in operations research & management science ; v. 187. |
Subject: | |
Format: | E-Resource Book |
URL for this record: | http://pi.lib.uchicago.edu/1001/cat/bib/9849767 |
ISBN: | 9781461461609 (electronic bk.) 146146160X (electronic bk.) 9781461461593 |
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Notes: | Includes bibliographical references and index. Description based on print version record. |
Summary: | This graduate-level text covers modeling, programming and analysis of simulation experiments and provides a rigorous treatment of the foundations of simulation and why it works. It introduces object-oriented programming for simulation, covers both the probabilistic and statistical basis for simulation in a rigorous but accessible manner (providing all necessary background material); and provides a modern treatment of experiment design and analysis that goes beyond classical statistics. The book emphasizes essential foundations throughout, rather than providing a compendium of algorithms and theorems and prepares the reader to use simulation in research as well as practice. |
Other form: | Print version: Nelson, Barry L. Foundations and Methods of Stochastic Simulation : A First Course. Dordrecht : Springer, ©2013 9781461461593 |
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