Soft Methods in Probability, Statistics and Data Analysis (Advances in Intelligent and Soft Computing)

Przemyslaw Grzegorzewski

ISBN 10: 3790815268 / ISBN 13: 9783790815269

Editore: Physica 2002-04-09, 2002

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Codice articolo 6666-IUK-9783790815269

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Titolo: Soft Methods in Probability, Statistics and ...

Casa editrice: Physica 2002-04-09

Data di pubblicazione: 2002

Legatura: Paperback

Condizione: New

Descrizione articolo

Riassunto:

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.

Contenuti:

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.