Fundamentals of Statistics with Fuzzy Data
This research monograph presents basic foundational aspects for a theory of statistics with fuzzy data, together with a set of practical applications. Fuzzy data are modeled as observations from random fuzzy sets. Theories of fuzzy logic and of random closed sets are used as basic ingredients in bui...
Κύριοι συγγραφείς: | , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Berlin, Heidelberg :
Springer Berlin Heidelberg,
2006.
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Σειρά: | Studies in Fuzziness and Soft Computing,
198 |
Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- Introduction
- Set-valued Data
- Modeling of fuzzy data
- Random fuzzy sets
- Aspect of statistical Inference
- Convergence of random fuzzy sets
- Fuzzy Statistical Analysis and Estimation
- Testing Hypothesis with Fuzzy Data
- Fuzzy Time Series Analysis and Forecasting.