ENGLISH

Fuzzy Statistics

By Prof. James J. Buckley (auth.)

Book information

Publisher
Springer-Verlag Berlin Heidelberg
Year
2004
ISBN
978-3-642-05924-7, 978-3-540-39919-3
DOI
10.1007/978-3-540-39919-3
Language
english
Format
PDF
Filesize
3 MB (3329382 bytes)
Series
Studies in Fuzziness and Soft Computing 149
Edition
1
Pages
168\166
Time added
2014-01-18 08:00:00
Appl.Mathematics/Computational Methods of Engineergeneral; Complexity; Operation Research/Decision T

Description

This monograph introduces elementary fuzzy statistics based on crisp (non-fuzzy) data. In the introductory chapters the book presents a very readable survey of fuzzy sets including fuzzy arithmetic and fuzzy functions. The book develops fuzzy estimation and demonstrates the construction of fuzzy estimators for various important and special cases of variance, mean and distribution functions. It is shown how to use fuzzy estimators in hypothesis testing and regression, which leads to a comprehensive presentation of fuzzy hypothesis testing and fuzzy regression as well as fuzzy prediction.

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