Logga in

Viertl, Reinhard

Statistical Methods for Fuzzy Data

Viertl, Reinhard - Statistical Methods for Fuzzy Data, e-bok

DRM-begränsningar

Skriva ut80 sidor with an additional page accrued var 10 timme, capped at 80 sidor
Kopiera till urklipp5 utdrag

Statistical data are not always precise numbers, or vectors, or categories. Real data are frequently what is called fuzzy. Examples where this fuzziness is obvious are quality of life data, environmental, biological, medical, sociological and economics data. Also the results of measurements can be best described by using fuzzy numbers and fuzzy vectors respectively.

Statistical analysis methods have to be adapted for the analysis of fuzzy data. In this book, the foundations of the description of fuzzy data are explained, including methods on how to obtain the characterizing function of fuzzy measurement results. Furthermore, statistical methods are then generalized to the analysis of fuzzy data and fuzzy a-priori information.

Key Features:

  • Provides basic methods for the mathematical description of fuzzy data, as well as statistical methods that can be used to analyze fuzzy data.
  • Describes methods of increasing importance with applications in areas such as environmental statistics and social science.
  • Complements the theory with exercises and solutions and is illustrated throughout with diagrams and examples.
  • Explores areas such quantitative description of data uncertainty and mathematical description of fuzzy data.

This work is aimed at statisticians working with fuzzy logic, engineering statisticians, finance researchers, and environmental statisticians. It is written for readers who are familiar with elementary stochastic models and basic statistical methods.

Nyckelord: data; statistical; precise numbers; real; fuzzy; fuzziness; life; quality; obvious; best; numbers; results; measurements; statistical analysis methods; fuzzy data; book; description; foundations; characterizing; methods, Engineering Statistics, Statistics for Social Sciences, Engineering Statistics, Statistics for Social Sciences

Författare
Utgivare
John Wiley and Sons, Inc.
Utgivningsår
2010
Språk
en
Utgåva
1
Serie
Wiley Series in Probability and Statistics
Sidantal
272 sidor
Kategori
Naturvetenskaper
Format
E-bok
eISBN (ePUB)
9780470974568
Tryckt ISBN
9780470699454

Liknande e-böcker