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Sensitivity Analysis in Practice
A Guide to Assessing Scientific Models
Andrea Saltelli, Stefano Tarantola, Francesca Campolongo, Marco Ratto
Livre relié | Anglais
162,95 €
+ 325 points
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.
Spécifications
Parties prenantes
- Auteur(s) :
- Editeur:
Contenu
- Nombre de pages :
- 232
- Langue:
- Anglais
Caractéristiques
- EAN:
- 9780470870938
- Date de parution :
- 02-04-04
- Format:
- Livre relié
- Format numérique:
- Genaaid
- Dimensions :
- 159 mm x 233 mm
- Poids :
- 444 g
