Soft Methods in Probability, Statistics and Data Analysis

Przemyslaw Grzegorzewski

ISBN 10: 3790815268 / ISBN 13: 9783790815269

Verlag: Physica-Verlag HD, 2002

Beschreibung

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.

Bestandsnummer des Verkäufers 9783790815269

Bibliografische Details

• Titel: Soft Methods in Probability, Statistics and Data Analysis
• Verlag: Physica-Verlag HD
• Erscheinungsjahr: 2002
• Sprache: Englisch
• ISBN-10: 3790815268
• ISBN-13: 9783790815269
• Einband: Taschenbuch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

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.