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Article

Title: Fuzzy data in statistics (English)
Author: Mareš, Milan
Language: English
Journal: Kybernetika
ISSN: 0023-5954
Volume: 43
Issue: 4
Year: 2007
Pages: 491-502
Summary lang: English
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Category: math
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Summary: The development of effective methods of data processing belongs to important challenges of modern applied mathematics and theoretical information science. If the natural uncertainty of the data means their vagueness, then the theory of fuzzy quantities offers relatively strong tools for their treatment. These tools differ from the statistical methods and this difference is not only justifiable but also admissible. This relatively brief paper aims to summarize the main fuzzy approaches to vague data processing, to discuss their main advantages and also their essential limitations, and to specify their place in the wide scale of information and knowledge processing methods effective for vague data. (English)
Keyword: fuzzy quantity
Keyword: extension principle
Keyword: fuzzy data
MSC: 03E72
MSC: 08A72
MSC: 62A01
MSC: 62–07
idZBL: Zbl 1134.62001
idMR: MR2377927
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Date available: 2009-09-24T20:26:09Z
Last updated: 2013-11-27
Stable URL: http://hdl.handle.net/10338.dmlcz/135791
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