Statistical methods for fuzzy data /

• Κύριος συγγραφέας: Viertl, R. (Reinhard)
• Μορφή: Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Hoboken, N.J. : Wiley, 2011.
• Θέματα: Fuzzy measure theory.; Fuzzy sets.; Mathematical statistics.; Electronic books.

Πίνακας περιεχομένων:

• Fuzzy Information. Part Introduction
• Fuzzy Data
• Fuzzy Numbers and Fuzzy Vectors
• Mathematical Operations for Fuzzy Quantities
• Descriptive Statistics for Fuzzy Data. Part Introduction
• Fuzzy Samples
• Histograms for Fuzzy Data
• Empirical Distribution Functions
• Empirical Correlation for Fuzzy Data
• Foundations of Statistical Inference with Fuzzy Data. Part Introduction
• Fuzzy Probability Distributions
• A Law of Large Numbers
• Combined Fuzzy Samples
• Classical Statistical Inference for Fuzzy Data. Part Introduction
• Generalized Point Estimators
• Generalized Confidence Regions
• Statistical Tests for Fuzzy Data
• Bayesian Inference and Fuzzy Information. Part Introduction
• Bayes' theorem and fuzzy information
• Generalized Bayes' Theorem
• Bayesian Confidence Regions
• Fuzzy Predictive Distributions
• Bayesian Decisions and Fuzzy Information
• Regression Analysis and Fuzzy Information. Part Introduction
• Classical Regression Analysis
• Regression Models and Fuzzy Data
• Bayesian Regression Analysis
• Bayesian Regression Analysis and Fuzzy Information
• Fuzzy Time Series. Part Introduction
• Mathematical Concepts
• Descriptive Methods for Fuzzy Time Series
• More on Fuzzy Random Variables and Fuzzy Random Vectors
• Stochastic Methods in Fuzzy Time Series Analysis.