Testing the normality of heart associated variables having neutrosophic numbers

Article type: Research Article

Authors: Aslam, Muhammad^{; 1; *} | Albassam, Mohammed^{; 1}

Affiliations: Department of Statistics, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia

Correspondence: [*] Corresponding author. Muhammad Aslam, Department of Statistics, Faculty of Science, King Abdulaziz University, Jeddah 21551, Saudi Arabia. E-mail: aslam_ravian@hotmail.com.

Note: [1] 0000-0003-0644-1950

Note: [2] 0000-0002-5012-4832

Abstract: In this paper, tests of skewness and kurtosis are introduced under neutrosophic statistics. The necessary measures and neutrosophic forms of these estimators are introduced. The application of the proposed tests is given using the data associated with heart diseases. From the real example analysis, the proposed tests are quite flexible and informative than the existing tests under classical statistics. In addition, it is concluded from the analysis that the proposed tests give information about the measure of indeterminacy in the presence of uncertainty.

Keywords: Skewness, kurtosis, normality, Neutrosophy, heart disease

DOI: 10.3233/JIFS-210375

Journal: Journal of Intelligent & Fuzzy Systems, vol. 41, no. 1, pp. 1523-1529, 2021