Fuzzy Statistics:

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 est...

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Bibliographische Detailangaben
Beteilige Person: Buckley, James J. (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Berlin, Heidelberg Springer Berlin Heidelberg 2004
Schriftenreihe:Studies in Fuzziness and Soft Computing 149
Schlagwörter:
Links:https://doi.org/10.1007/978-3-540-39919-3
https://doi.org/10.1007/978-3-540-39919-3
https://doi.org/10.1007/978-3-540-39919-3
Zusammenfassung: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
Umfang:1 Online-Ressource (XI, 168 p)
ISBN:9783540399193
DOI:10.1007/978-3-540-39919-3