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Soft Methods in Probability, Statistics and Data Analysis

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Description

Classical probability theory and mathematical statistics appear sometimes too rigid for real life problems, especially while dealing with vague data or imprecise requirements. These problems have motivated many researchers to "soften" the classical theory. Some "softening" approaches utilize concepts and techniques developed in theories such as fuzzy sets theory, rough sets, possibility theory, theory of belief functions and imprecise probabilities, etc. Since interesting mathematical models and methods have been proposed in the frameworks of various theories, this text brings together experts representing different approaches used in soft probability, statistics and data analysis.
Release date Australia
September 4th, 2002
Audiences
  • Postgraduate, Research & Scholarly
  • Professional & Vocational
  • Undergraduate
Contributors
  • Edited by Maria A. Gil
  • Edited by Olgierd Hryniewicz
  • Edited by Przemyslaw Grzegorzewski
Edition
Softcover reprint of the original 1st ed. 2002
Illustrations
26 Illustrations, black and white; X, 372 p. 26 illus.
Pages
372
Dimensions
155x235x20
ISBN-13
9783790815269
Product ID
8817737

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