Uncertainty Analysis with High Dimensional Dependence Modelling
Author | : Dorota Kurowicka |
Publisher | : John Wiley & Sons |
Total Pages | : 316 |
Release | : 2006-03-31 |
ISBN-10 | : UOM:39015063338555 |
ISBN-13 | : |
Rating | : 4/5 (55 Downloads) |
Book excerpt: 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; and 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.".