A Guide to Assessing Scientific Models
Edición de la obra Sensitivity analysis in practice
| Autor | Andrea Saltelli, Stefano Tarantola, Francesca Campolongo, Marco Ratto |
|---|---|
| Editorial | Wiley |
| Fecha de publicación | April 23, 2004 |
| Idioma | inglés |
| Páginas | 232 |
| ISBN-13 | 9780470870938 |
| ISBN-10 | 0470870931 |
| Número de Cutter |
S176sSensitivity 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.