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...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Nguyen, Hung T. (Autor), Wu, Berlin (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2006.
Edición:1st ed. 2006.
Colección:Studies in Fuzziness and Soft Computing, 198
Temas:
Probabilities.
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Statistics .
Mathematics.
Probability Theory.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Applications of Mathematics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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