Soft Methods in Probability, Statistics and Data Analysis

Przemyslaw Grzegorzewski, Olgierd Hryniewicz, Maria A. Gil (Herausgeber)

Buch | Softcover

X, 372 Seiten

2002
Physica (Verlag)
9783790815269 (ISBN)

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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.

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.

Erscheint lt. Verlag	4.9.2002
Reihe/Serie	Advances in Intelligent and Soft Computing
Zusatzinfo	X, 372 p. 26 illus.
Verlagsort	Heidelberg
Sprache	englisch
Maße	155 x 235 mm
Gewicht	574 g
Themenwelt	Mathematik / Informatik ► Informatik
	Mathematik / Informatik ► Mathematik ► Statistik
	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
Schlagworte	Analysis • Data Analysis • Datenanalyse • fuzzy • Fuzzy Sets • Hardcover, Softcover / Informatik, EDV/Informatik • HC/Informatik, EDV/Informatik • Mathematical Statistics • Probability • Probability Theory • Sets • Soft Computing • Statistics • Statistik • stochastic model • stochastic models
ISBN-13	9783790815269 / 9783790815269
Zustand	Neuware