Przemyslaw Grzegorzewski / Olgierd Hryniewicz / Maria A. Gil (eds.)

Soft Methods in Probability, Statistics and Data Analysis

Ed. by Przemyslaw Grzegorzwski, Olgierd Hryniewicz, and Maria A. Gil

• Broschiertes Buch

Produktbeschreibung

Classical probability theory and mathematical statistics ap- pear 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 be- lief functions and imprecise probabilities, etc. Since in- teresting mathematical models and methods have been proposed in the frameworks of various theories, this text brings to- gether experts representing different approaches used in soft probability, statistics and data analysis.

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Produktdetails

• Advances in Soft Computing
• Verlag: Physica-Verlag
• Softcover reprint of the original 1st ed. 2002
• Seitenzahl: 384
• Erscheinungstermin: 4. September 2002
• Englisch
• Abmessung: 235mm x 155mm x 21mm
• Gewicht: 570g
• ISBN-13: 9783790815269
• ISBN-10: 3790815268
• Artikelnr.: 11106295

Autorenporträt

Przemyslaw Grzegorzewski, Polish Academy of Sciences, Warsaw, Poland / Olgierd Hryniewicz, Polish Academy of Sciences, Warsaw, Poland / Maria A. Gil, University of Oviedo, Spain

Inhaltsangabe

From the 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.