The Signed Distance Measure in Fuzzy Statistical Analysis: Theoretical Empirical and Programming Advances Fuzzy Management Methods

$9.99

The Signed Distance Measure in Fuzzy Statistical Analysis: Theoretical Empirical and Programming Advances Fuzzy Management Methods
Authors: Berkachy
Year: 2021
Publisher: Springer
Language: english
ISBN 13: 9783030769154
ISBN 10: 3030769151
Categorie: Mathematics
Pages: 533
Edition: 1st ed. 2021

Availability: 5000 in stock

SKU: 9783030769154 Category:

The Signed Distance Measure in Fuzzy Statistical Analysis: Theoretical, Empirical and Programming Advances (Fuzzy Management Methods) Berkachy, Rédina
The main focus of this book is on presenting advances in fuzzy statistics, and on proposing a methodology for testing hypotheses in the fuzzy environment based on the estimation of fuzzy confidence intervals, a context in which not only the data but also the hypotheses are considered to be fuzzy. The proposed method for estimating these intervals is based on the likelihood method and employs the bootstrap technique. A new metric generalizing the signed distance measure is also developed. In turn, the book presents two conceptually diverse applications in which defended intervals play a role: one is a novel methodology for evaluating linguistic questionnaires developed at the global and individual levels; the other is an extension of the multi-ways analysis of variance to the space of fuzzy sets. To illustrate these approaches, the book presents several empirical and simulation-based studies with synthetic and real data sets. In closing, it presents a coherent R package called “FuzzySTs” which covers all the previously mentioned concepts with full documentation and selected use cases. Given its scope, the book will be of interest to all researchers whose work involves advanced fuzzy statistical methods.
Categories:
Mathematics
Year:
2021
Edition:
1st ed. 2021
Publisher:
Springer
Language:
english
Pages:
533
ISBN 10:
3030769151
ISBN 13:
9783030769154
File:
98 MB

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The Signed Distance Measure in Fuzzy Statistical Analysis: Theoretical Empirical and Programming Advances Fuzzy Management Methods
$9.99

Availability: 5000 in stock