Sensitivity Analysis in Practice (eBook)

A Guide to Assessing Scientific Models

Andrea Saltelli, Stefano Tarantola, Francesca Campolongo, Marco Ratto (Autoren)

eBook Download: PDF

2004
John Wiley & Sons (Verlag)
978-0-470-87094-5 (ISBN)

Infos

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.

Andrea Saltelli, Joint Research Centre of the European Commission, Ispra, Unit of Applied Statistics and Econometrics. Presently leading the Econometric and Applied Statistics Unit of the Joint Research Centre, lead author Professor Saltelli has published many articles in numerous journals over the last 30 years. He is also the main author and main editor of two previous books (both for Wiley).

Rezensionen

"...an interesting and informative book..." (Technometrics,
May 2005)

"...provides an accessible overview of the most widely used
sensitivity analysis methods." (Zentralblatt Math, Vol.1049,
2004)

"...well written..." (Statistical Methods in Medical Research,
Vol 14 2005)

Produkt-Details

• Erscheint lt. Verlag: 16.7.2004
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Statistik
• Themenwelt: Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
• Themenwelt: Technik
• Schlagworte: Angew. Wahrscheinlichkeitsrechn. u. Statistik / Modelle • Applied Probability & Statistics - Models • apportioned • appropriate • biometrics • Biometrie • different sources • Discipline • Engineering statistics • Factors • Guides • Method • Model • Modelling • Number • Output • particular • Place • prerequisite • Scientific • Sensitivitätsanalyse • Sensitivity • Statistical • Statistics • Statistik • Statistik in den Ingenieurwissenschaften • Study • Variation
• ISBN-10: 0-470-87094-X / 047087094X
• ISBN-13: 978-0-470-87094-5 / 9780470870945