Uncertainty Analysis with High Dimensional Dependence Modelling 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Kurowicka, Dorota/ Cooke, Roger 作者

John Wiley & Sons Inc

譯者

2006-4 出版日期

302 頁數

868.00元價格

HRD

叢書系列

9780470863060 圖書編碼

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發表於2024-11-13

Uncertainty Analysis with High Dimensional Dependence Modelling 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Uncertainty Analysis with High Dimensional Dependence Modelling 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Uncertainty Analysis with High Dimensional Dependence Modelling 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

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Uncertainty Analysis with High Dimensional Dependence Modelling 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Uncertainty Analysis with High Dimensional Dependence Modelling 在線電子書圖書描述

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.

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