Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models

Type
Book
Authors
Saltelli ( Saltelli, Andrea )
Tarantola ( Tarantola, Stefano )
Campolongo ( Campolongo, Francesca )
Ratto ( Ratto, Marco )
 
ISBN 10
0470870931 
ISBN 13
9780470870938 
Category
Unknown  [ Browse Items ]
Publication Year
2004 
Publisher
Wiley 
Pages
232 
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. - from Amzon 
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