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Soft Methods in Probability, Statistics and Data Analysis

Soft Methods in Probability, Statistics and Data Analysis

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Product Details
Author:
Przemyslaw Grzegorzewski
Publisher:
Physica-Verlag
Publication Date:
Sep 04, 2002
Number of pages:
372 pages
Binding:
Paperback or Softback
ISBN-10:
3790815268
ISBN-13:
9783790815269

Overview

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.


  • | Author: Przemyslaw Grzegorzewski
  • | Publisher: Physica-Verlag
  • | Publication Date: Sep 04, 2002
  • | Number of Pages: 372 pages
  • | Binding: Paperback or Softback
  • | ISBN-10: 3790815268
  • | ISBN-13: 9783790815269

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