| Titre : |
Sensitivity analysis in practice: a guide to assessing scientific models |
| Type de document : |
livre |
| Auteurs : |
Saltelli, A. ; Tarantola, S. ; Campolongo, F. ; Ratto, M. |
| Editeur : |
Chichester, U.K. : Wiley |
| Année de publication : |
2004 |
| Importance : |
219 p. |
| ISBN/ISSN/EAN : |
978-0-470-87093-8 |
| Langues : |
Anglais (eng) |
| Mots-clés : |
Sensitivity analysis Sensitivity theory Simulation methods |
| Résumé : |
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. [Résumé éditeur] |
| En ligne : |
http://www.loc.gov/catdir/toc/wiley041/2003021209.html |
Sensitivity analysis in practice: a guide to assessing scientific models [livre] / Saltelli, A. ; Tarantola, S. ; Campolongo, F. ; Ratto, M. . - Chichester, U.K. : Wiley, 2004 . - 219 p. ISBN : 978-0-470-87093-8 Langues : Anglais ( eng)
| Mots-clés : |
Sensitivity analysis Sensitivity theory Simulation methods |
| Résumé : |
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. [Résumé éditeur] |
| En ligne : |
http://www.loc.gov/catdir/toc/wiley041/2003021209.html |
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