Fundamentals of statistics with fuzzy data
Author(s)
Bibliographic Information
Fundamentals of statistics with fuzzy data
（Studies in fuzziness and soft computing, v. 198）
Springer, c2006
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Note
Includes bibliographical references (p. [183]-191) and index
Description and Table of Contents
Description
This book presents basic aspects for a theory of statistics with fuzzy data, together with a set of practical applications. 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 book aims at motivating statisticians to examine fuzzy statistics to enlarge the domain of applicability of statistics in general.
Table of Contents
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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