Saltelli / Tarantola / Campolongo Sensitivity Analysis in Practice
1. Auflage 2004
ISBN: 978-0-470-87094-5
Verlag: John Wiley & Sons
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
A Guide to Assessing Scientific Models
E-Book, Englisch, 232 Seiten, E-Book
ISBN: 978-0-470-87094-5
Verlag: John Wiley & Sons
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)
Sensitivity analysis should be considered a pre-requisite forstatistical model building in any scientific discipline wheremodelling takes place. For a non-expert, choosing the method ofanalysis for their model is complex, and depends on a number offactors. This book guides the non-expert through theirproblem in order to enable them to choose and apply the mostappropriate method. It offers a review of the state-of-the-art insensitivity analysis, and is suitable for a wide range ofpractitioners. It is focussed on the use of SIMLAB - a widelydistributed freely-available sensitivity analysis software packagedeveloped by the authors - for solving problems insensitivity analysis of statistical models.
Other key features:
* Provides an accessible overview of the current most widely usedmethods for sensitivity analysis.
* Opens with a detailed worked example to explain the motivationbehind the book.
* Includes a range of examples to help illustrate the conceptsdiscussed.
* Focuses on implementation of the methods in the software SIMLAB- a freely-available sensitivity analysis software packagedeveloped by the authors.
* Contains a large number of references to sources for furtherreading.
* Authored by the leading authorities on sensitivityanalysis.
