Sensitivity analysis in practice
a guide to assessing scientific models
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Contributions
- Saltelli, A. 1953- - Contributor
Publication
2004 - Wiley, Chichester, England
Language
English
Word Count
54,750 words, Guess
Page Count
219 pages
Identifiers
- Open LibraryOL17127062M
- ISBN-100470870931
- OCLC Control Number53138568
- OCLC Control Numbersensitivityanaly00salt_928
- Library of Congress Control Number2003021209
and 2 more
- Goodreads2063868
- LibraryThing792669
Classifications
- LCCQA402.3 .S453 2004
Description
Sensitivity analysis should be considered a pre-requisite for statistical model building in any scientific discipline where modelling takes place. For a non-expert, choosing the method of analysis for their model is complex, and depends on a number of factors. This book guides the non-expert through their problem in order to enable them to choose and apply the most appropriate method. It offers a review of the state-of-the-art in sensitivity analysis, and is suitable for a wide range of practitioners. It is focussed on the use of SIMLAB - a widely distributed freely-available sensitivity analysis software package developed by the authors - for solving problems in sensitivity analysis of statistical models. Other key features: Provides an accessible overview of the current most widely used methods for sensitivity analysis. Opens with a detailed worked example to explain the motivation behind the book. Includes a range of examples to help illustrate the concepts discussed. Focuses on implementation of the methods in the software SIMLAB - a freely-available sensitivity analysis software package developed by the authors. Contains a large number of references to sources for further reading. Authored by the leading authorities on sensitivity analysis.
Subjects
Topics
Other Editions
- Sensitivity analysis in practice: a guide to assessing scientific models
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