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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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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.
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- EditorePhysica
- Data di pubblicazione2002
- ISBN 10 3790815268
- ISBN 13 9783790815269
- RilegaturaCopertina flessibile
- LinguaInglese
- Numero di pagine384
- RedattoreGrzegorzewski Przemyslaw
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Soft Methods in Probability, Statistics and Data Analysis
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Soft Methods in Probability, Statistics and Data Analysis
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SOFT METHODS IN PROBABILITY, STATISTICS AND DATA ANALYSIS
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ISBN 13: 9783790815269
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Soft Methods in Probability, Statistics and Data Analysis (Advances in Intelligent and Soft Computing)
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Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - 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. Codice articolo 9783790815269
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Soft Methods in Probability, Statistics and Data Analysis
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Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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. . Codice articolo 5310466
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Soft Methods in Probability, Statistics and Data Analysis
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -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. 372 pp. Englisch. Codice articolo 9783790815269
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