Uncertainty Analysis with High Dimensional Dependence Modelling is popular PDF and ePub book, written by Dorota Kurowicka in 2006-10-02, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Uncertainty Analysis with High Dimensional Dependence Modelling can be Read Online from any device for your convenience.
Uncertainty Analysis with High Dimensional Dependence Modelling Book PDF Summary
Mathematical models are used to simulate complex real-world phenomena in many areas of science and technology. Large complex models typically require inputs whose values are not known with certainty. Uncertainty analysis aims to quantify the overall uncertainty within a model, in order to support problem owners in model-based decision-making. In recent years there has been an explosion of interest in uncertainty analysis. Uncertainty and dependence elicitation, dependence modelling, model inference, efficient sampling, screening and sensitivity analysis, and probabilistic inversion are among the active research areas. This text provides both the mathematical foundations and practical applications in this rapidly expanding area, including: An up-to-date, comprehensive overview of the foundations and applications of uncertainty analysis. All the key topics, including uncertainty elicitation, dependence modelling, sensitivity analysis and probabilistic inversion. Numerous worked examples and applications. Workbook problems, enabling use for teaching. Software support for the examples, using UNICORN - a Windows-based uncertainty modelling package developed by the authors. A website featuring a version of the UNICORN software tailored specifically for the book, as well as computer programs and data sets to support the examples. Uncertainty Analysis with High Dimensional Dependence Modelling offers a comprehensive exploration of a new emerging field. It will prove an invaluable text for researches, practitioners and graduate students in areas ranging from statistics and engineering to reliability and environmetrics.
Detail Book of Uncertainty Analysis with High Dimensional Dependence Modelling PDF
- Author : Dorota Kurowicka
- Release : 02 October 2006
- Publisher : John Wiley & Sons
- ISBN : 9780470863084
- Genre : Mathematics
- Total Page : 302 pages
- Language : English
- PDF File Size : 10,9 Mb
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