Soft Methods in Probability, Statistics and Data Analysis

Przemyslaw Grzegorzewski, Olgierd Hryniewicz, Maria A. Gil

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English

Physica-Verlag GmbH & Co
04 September 2002

Data analysis: general; Probability & statistics; Fuzzy set theory

Series: Advances in Intelligent and Soft Computing

"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."

Edited by: Przemyslaw Grzegorzewski, Olgierd Hryniewicz, Maria A. Gil
Imprint: Physica-Verlag GmbH & Co
Country of Publication: Germany
Edition: Softcover reprint of the original 1st ed. 2002
Volume: 16
Dimensions: Height: 235mm, Width: 155mm, Spine: 20mm
Weight: 587g
ISBN: 9783790815269
ISBN 10: 3790815268
Series: Advances in Intelligent and Soft Computing
Pages: 372
Publication Date: 04 September 2002
Audience: College/higher education , Professional and scholarly , Professional & Vocational , A / AS level , Further / Higher Education
Format: Paperback
Publisher's Status: Active

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.