22. Bayesian Regression Analysis and Fuzzy Information

  1. Reinhard Viertl

Published Online: 5 JAN 2011

DOI: 10.1002/9780470974414.ch22

Statistical Methods for Fuzzy Data

Statistical Methods for Fuzzy Data

How to Cite

Viertl, R. (2011) Bayesian Regression Analysis and Fuzzy Information, in Statistical Methods for Fuzzy Data, John Wiley & Sons, Ltd, Chichester, UK. doi: 10.1002/9780470974414.ch22

Author Information

  1. Vienna University of Technology, Austria

Publication History

  1. Published Online: 5 JAN 2011
  2. Published Print: 11 FEB 2011

ISBN Information

Print ISBN: 9780470699454

Online ISBN: 9780470974414

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Keywords:

  • Bayesian regression analysis and fuzzy information;
  • Bayesian regression analysis, two kinds of fuzziness - fuzziness of a priori distributions and fuzziness of data;
  • vector-characterizing function;
  • fuzzy estimators of regression parameters;
  • generalized point estimators - for parameter;
  • generalized Bayesian confidence regions;
  • generalized confidence sets - for regression parameters;
  • fuzzy predictive distributions;
  • fuzzy multivariate data;
  • fuzzy intervals

Summary

This chapter contains sections titled:

  • Fuzzy estimators of regression parameters

  • Generalized Bayesian confidence regions

  • Fuzzy predictive distributions

  • Problems