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<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Resampling Methods for Triangular and Trapezoidal Fuzzy Numbers</dc:title>
  <dc:title>R package FuzzyResampling version 0.6.4</dc:title>
  <dc:description>The classical (i.e. Efron's, see Efron and Tibshirani (1994, ISBN:978-0412042317)  "An Introduction to the Bootstrap") bootstrap is widely used for both the real (i.e. "crisp") and fuzzy data.
 The main aim of the algorithms implemented in this package  is to overcome a problem with repetition of a few distinct values and to create fuzzy numbers, which are "similar" (but not the same) to values from the initial sample.
 To do this, different characteristics of triangular/trapezoidal numbers are kept (like the value, the ambiguity, etc., see Grzegorzewski et al. &lt;doi:10.2991/eusflat-19.2019.68&gt;, Grzegorzewski et al. (2020) &lt;doi:10.2991/ijcis.d.201012.003&gt;, Grzegorzewski et al. (2020) &lt;doi:10.34768/amcs-2020-0022&gt;, Grzegorzewski and Romaniuk (2022) &lt;doi:10.1007/978-3-030-95929-6_3&gt;,  Romaniuk and Hryniewicz (2019) &lt;doi:10.1007/s00500-018-3251-5&gt;).
 Some additional procedures related to these resampling methods are also provided,
 like calculation of the Bertoluzza et al.'s distance (aka the mid/spread distance, see Bertoluzza et al. (1995) "On a new class of distances between fuzzy numbers")
 and estimation of the p-value of the one- and two- sample bootstrapped test for the mean (see Lubiano et al. (2016, &lt;doi:10.1016/j.ejor.2015.11.016&gt;)).
 Additionally, there are procedures which randomly generate trapezoidal fuzzy numbers using some well-known statistical distributions.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: stats, utils</dc:relation>
  <dc:relation>Suggests: testthat (&gt;= 3.0.0), R.rsp</dc:relation>
  <dc:creator>Maciej Romaniuk &lt;mroman@ibspan.waw.pl&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Maciej Romaniuk [aut, cre],
  Przemyslaw Grzegorzewski [aut],
  Olgierd Hryniewicz [aut]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2024-10-04</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=FuzzyResampling</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.FuzzyResampling</dc:identifier>
</oai_dc:dc>
