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Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models

Sensitivity Analysis in Practice: A Guide to Assessing Scientific Models

Автор: Andrea Saltelli, Stefano Tarantola, Francesca Campolongo, Marco Ratto, 232 стр., ISBN: 0470870931

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. ThisA 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...
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