Fundamentals of Statistics with Fuzzy Data de Hung T. Nguyen

Fundamentals of Statistics with Fuzzy Data: Studies in Fuzziness and Soft Computing, cartea 198

en Limba Engleză Hardback – 20 mar 2006

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 building statistical concepts and procedures in the context of imprecise data, including coarse data analysis. The monograph also aims at motivating statisticians to look at fuzzy statistics to enlarge the domain of applicability of statistics in general.
Hung T. Nguyen is a professor of Mathematical Sciences at New Mexico State University, USA.
Berlin Wu is a professor of Mathematical Sciences at National Chengchi University, Taipei, Taiwan.

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Specificații

ISBN-13: 9783540316954
ISBN-10: 3540316957
Pagini: 208
Ilustrații: X, 196 p.
Dimensiuni: 155 x 235 x 17 mm
Greutate: 0.47 kg
Ediția:2006
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Studies in Fuzziness and Soft Computing

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

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.

Textul de pe ultima copertă

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 building statistical concepts and procedures in the context of imprecise data, including coarse data analysis. The monograph also aims at motivating statisticians to look at fuzzy statistics to enlarge the domain of applicability of statistics in general.
HUNG T. NGUYEN is a professor of Mathematical Sciences at New Mexico State University, USA.
BERLIN WU is a professor of Mathematical Sciences at National Chengchi University, Taipei, Taiwan.

Caracteristici

Presents the funfamentals of statistics with fuzzy data

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