Neutrosophic D’Agostino Test of Normality: An Application to Water Data
The D’Agostino test has been widely applied for testing the normality of the data. The existing D’Agostino test cannot be applied when the data have some indeterminate observations or observations which are obtained from the complex systems. In this paper, we present a D’Agostino test under neutroso...
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| Format: | Article |
| Language: | English |
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Wiley
2021-01-01
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| Series: | Journal of Mathematics |
| Online Access: | http://dx.doi.org/10.1155/2021/5582102 |
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| _version_ | 1832566022070075392 |
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| author | Mohammed Albassam Nasrullah Khan Muhammad Aslam |
| author_facet | Mohammed Albassam Nasrullah Khan Muhammad Aslam |
| author_sort | Mohammed Albassam |
| collection | DOAJ |
| description | The D’Agostino test has been widely applied for testing the normality of the data. The existing D’Agostino test cannot be applied when the data have some indeterminate observations or observations which are obtained from the complex systems. In this paper, we present a D’Agostino test under neutrosophic statistics. We propose the D’Agostino test to test the normality of the data having indeterminate observations. The design of the proposed test is given and implemented with the help of real data. From the comparison, it is concluded that the proposed test is effective, adequate, and suitable to be applied in the presence of indeterminacy. |
| format | Article |
| id | doaj-art-c9f60e0852af47b7b958b57abd0cea86 |
| institution | Kabale University |
| issn | 2314-4629 2314-4785 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Mathematics |
| spelling | doaj-art-c9f60e0852af47b7b958b57abd0cea862025-02-03T01:05:26ZengWileyJournal of Mathematics2314-46292314-47852021-01-01202110.1155/2021/55821025582102Neutrosophic D’Agostino Test of Normality: An Application to Water DataMohammed Albassam0Nasrullah Khan1Muhammad Aslam2Department of Statistics, Faculty of Science, King Abdulaziz University, Jeddah 21551, Saudi ArabiaDepartment of Statistics, University of Veterinary and Animal Sciences, Jhang Campus, Lahore, PakistanDepartment of Statistics, Faculty of Science, King Abdulaziz University, Jeddah 21551, Saudi ArabiaThe D’Agostino test has been widely applied for testing the normality of the data. The existing D’Agostino test cannot be applied when the data have some indeterminate observations or observations which are obtained from the complex systems. In this paper, we present a D’Agostino test under neutrosophic statistics. We propose the D’Agostino test to test the normality of the data having indeterminate observations. The design of the proposed test is given and implemented with the help of real data. From the comparison, it is concluded that the proposed test is effective, adequate, and suitable to be applied in the presence of indeterminacy.http://dx.doi.org/10.1155/2021/5582102 |
| spellingShingle | Mohammed Albassam Nasrullah Khan Muhammad Aslam Neutrosophic D’Agostino Test of Normality: An Application to Water Data Journal of Mathematics |
| title | Neutrosophic D’Agostino Test of Normality: An Application to Water Data |
| title_full | Neutrosophic D’Agostino Test of Normality: An Application to Water Data |
| title_fullStr | Neutrosophic D’Agostino Test of Normality: An Application to Water Data |
| title_full_unstemmed | Neutrosophic D’Agostino Test of Normality: An Application to Water Data |
| title_short | Neutrosophic D’Agostino Test of Normality: An Application to Water Data |
| title_sort | neutrosophic d agostino test of normality an application to water data |
| url | http://dx.doi.org/10.1155/2021/5582102 |
| work_keys_str_mv | AT mohammedalbassam neutrosophicdagostinotestofnormalityanapplicationtowaterdata AT nasrullahkhan neutrosophicdagostinotestofnormalityanapplicationtowaterdata AT muhammadaslam neutrosophicdagostinotestofnormalityanapplicationtowaterdata |