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Soft Methods in Probability, Statistics and Data Analysis by Przemyslaw Grzegorzewski

Soft Methods in Probability, Statistics and Data Analysis

by Przemyslaw Grzegorzewski
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Book cover type: Paperback
  • ISBN13: 9783790815269
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Physica-Verlag
  • Publication Date:
  • Pages: 372
  • Original Price: EUR 49.99
  • Language: English
  • Edition: Softcover Repri
  • Item Weight: 578 grams
  • BISAC Subject(s): Computer Science, Artificial Intelligence / General, and Probability & Statistics / General

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.

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