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Andrea Saltelli, Stefano Tarantola, Francesca Campolongo, Marco Ratto, «Sensitivity Analysis in Practice : A Guide to Assessing

Posted on 2010-04-14




Name:Andrea Saltelli, Stefano Tarantola, Francesca Campolongo, Marco Ratto, «Sensitivity Analysis in Practice : A Guide to Assessing
ASIN/ISBN:0470870931
File size:1.9 Mb
ISBN: 0470870931
Publish Date: 2004 Year
File Type: PDF
File Size: 1,9 Mb
Pages: 232 Pages
Other Info: John Wiley & Sons
   Andrea Saltelli, Stefano Tarantola, Francesca Campolongo, Marco Ratto, «Sensitivity Analysis in Practice : A Guide to Assessing



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Scientific Models»



& 8220;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.
& 8221;


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