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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| Format: | eBook |
| Language: | English |
| Published: |
Berlin ; New York :
Springer,
[2004]
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| Series: | Studies in fuzziness and soft computing ;
v. 149. |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | 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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| Item Description: | Electronic resource. |
| Physical Description: | 1 online resource (xi, 167 pages) : illustrations |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 9783540399193 (electronic bk.) 3540399194 (electronic bk.) 9783642059247 (print) 3642059244 (print) |
| ISSN: | 1434-9922 ; |