Neutrosophic Sets and Systems (Sep 2022)

Single Valued Neutrosophic Kruskal-Wallis and Mann Whitney Tests

  • Mahmoud Miari,
  • Mohamad Taher Anan,
  • Mohamed Bisher Zeina

DOI
https://doi.org/10.5281/zenodo.7163297
Journal volume & issue
Vol. 51
pp. 948 – 957

Abstract

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In this paper, Kruskal-Wallis test is extended to deal with neutrosophic data in single valued form using score, accuracy and certainty functions to calculate ranks of SVNNs, also MannWhitney test is extended to deal with same data type which makes it possible to do a post-hoc test after rejecting null hypothesis using Neutrosophic Statistics Kruskal-Wallis test. Numerical examples were successfully solved showing the power of this new idea to deal with SVNNs and make statistical decisions on them.

Keywords