Statistical methods for fuzzy data /

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Viertl, R. (Reinhard)
Μορφή: Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Hoboken, N.J. : Wiley, 2011.
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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.