Statistical Methods for Fuzzy Data

Name: Statistical Methods for Fuzzy Data
Brand: Wiley
SKU: 9780470699454
Price: 9245.0 INR
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by Reinhard Viertl

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ISBN13: 9780470699454
Binding: Hardcover
Subject: N/A
Publisher: Wiley
Publisher Imprint: Wiley
Publication Date: March 29, 2011
Pages: 256
Original Price: GBP 82.95
Language: English
Edition: N/A
Item Weight: 518 grams
BISAC Subject(s): Calculus and Probability & Statistics / General

About The Book

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.

About The Author

Reinhard Viertl is Professor of Applied Statistics at Vienna University of Technology.
Professor Viertl has been working on statistical analysis of fuzzy data for about 20 years. He is the author of various publications including 5 books and more than 100 papers.

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