Contributions

  • Saltelli, A. 1953- - Contributor

Publication

2004 - Wiley, Chichester, England

Language

English

Word Count

54,750 words, Guess

Page Count

219 pages

Identifiers

and 2 more
  • Goodreads2063868
  • LibraryThing792669

Classifications

  • LCCQA402.3 .S453 2004

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.

Subjects

Topics

SIMLABMathematicsSimulation methodsSensitivity theory (Mathematics)Sensitivity theory (Mathematics) -- Simulation methods

Other Editions

  • Sensitivity analysis in practice: a guide to assessing scientific modelsWiley2004-01-01

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