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008 211031s2021 sz | o |||| 0|eng d
020 _a9783030769161
024 7 _a10.1007/978-3-030-76916-1
_2doi
040 _aES-VaU
_bspa
_cES-VaU
_dES-VaU
050 4 _aQA276.4-.45
_b2021 EB
100 1 _aBerkachy, Rédina.
_eautor.
_0(orcid)0000-0002-7491-0416
_1https://orcid.org/0000-0002-7491-0416
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
245 0 0 _aThe Signed Distance Measure in Fuzzy Statistical Analysis :
_bTheoretical, Empirical and Programming Advances
_cby Rédina Berkachy
250 _a1st ed. 2021.
264 1 _aCham
_c2021
_bSpringer International Publishing
300 _a1 recurso en línea
336 _atexto
_btxt
_2rdacontent
337 _aelectrónico
_bc
_2rdamedia
338 _arecurso electrónico
_bcr
_2rdacarrier
490 0 _aFuzzy Management Methods
_x2196-4149
520 _aThe 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.
856 4 0 _uhttps://go.openathens.net/redirector/universidadeuropea.es?url=https://doi.org/10.1007/978-3-030-76916-1
_zAcceso a este recurso digital (usuarios Universidad Europea de Valencia)
942 _2lcc
_cLE
988 _aSpringer_Business_2021
999 _c239413
_d239413