Soft Methods in Probability, Statistics and Data Analysis
Series: Advances in Intelligent and Soft Computing; 16;
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Estimated delivery time: In stock at the publisher, but not at Prospero's office. Delivery time approx. 3-5 weeks.
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Product details:
- Edition number Softcover reprint of the original 1st ed. 2002
- Publisher Physica
- Date of Publication 4 September 2002
- Number of Volumes 1 pieces, Book
- ISBN 9783790815269
- Binding Paperback
- No. of pages372 pages
- Size 235x155 mm
- Weight 587 g
- Language English
- Illustrations 26 Illustrations, black & white 0
Categories
Long 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.
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Table of Contents:
Part I: Introductory Papers.- Part II: Soft Methods in Probability - Fundamentals.- Part III: Soft Methods in Statistics - Fuzzy Stochastic Models.- Part IV: Soft Methods in Data Analysis - Fuzzy, Rough and Other Approaches.
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