Authors:
- A Study in Simulation Methodologies
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Table of contents (8 chapters)
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Front Matter
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Introduction and Background
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Front Matter
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Hypothesis-Driven Simulation Studies
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Front Matter
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Application and Evaluation
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Front Matter
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Back Matter
About this book
Fabian Lorig develops a procedure model for hypothesis-driven simulation studies which supports the design, conducting, and analysis of simulation experiments. It is aimed at facilitating the execution of simulation studies with regard to the replicability and reproducibility of the results. In comparison to existing models, this approach is based on a formally specified hypothesis. Each step of the simulation study can be adapted to the central hypothesis and performed in such a way that it can optimally contribute to the verification and thus to the confirmation or rejection of the hypothesis.
Keywords
- Hypothesis-Driven Simulation Studies
- Automation of Simulation
- Hypothesis Testing
- Simulation Studies
- Epistemology of Simulation
- Assistance System
- Design of Experiments
- Automatisierung von Simulation
- Hypothesenüberprüfung
- Simulationsstudien
- Epistemologie der Simulation
- Assistenzsystem
- Experimentdesign
Authors and Affiliations
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FB IV, Wirtschaftsinformatik, Universität Trier, Trier, Germany
Fabian Lorig
About the author
Dr. Fabian Lorig works as research associate at the chair of Business Information Systems I at Trier University, Germany. His research focuses on methodology of computer simulation, design of experiments, automation of simulation studies, distributed artificial intelligence, and agent-based social simulation.
Bibliographic Information
Book Title: Hypothesis-Driven Simulation Studies
Book Subtitle: Assistance for the Systematic Design and Conducting of Computer Simulation Experiments
Authors: Fabian Lorig
DOI: https://doi.org/10.1007/978-3-658-27588-4
Publisher: Springer Vieweg Wiesbaden
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Fachmedien Wiesbaden GmbH, part of Springer Nature 2019
Softcover ISBN: 978-3-658-27587-7Published: 29 August 2019
eBook ISBN: 978-3-658-27588-4Published: 16 August 2019
Edition Number: 1
Number of Pages: XXII, 394
Number of Illustrations: 1 b/w illustrations
Topics: Information Systems and Communication Service, Theory of Computation