Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises
Since normal distributions are the most important ones in statistics, there are large number of tests for normality. However they have less some drawbacks. Some of these tests are simple but suitable for some situations. In this study, the traditional Cramer-von Mises test statistics is modified bas...
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| Format: | Article |
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Universiti Kebangsaan Malaysia (UKM)
2007
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| Online Access: | http://eprints.utm.my/8440/ |
| _version_ | 1848891688029782016 |
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| author | Shabri, Ani Jemain, Abdul Aziz |
| author_facet | Shabri, Ani Jemain, Abdul Aziz |
| author_sort | Shabri, Ani |
| building | UTeM Institutional Repository |
| collection | Online Access |
| description | Since normal distributions are the most important ones in statistics, there are large number of tests for normality. However they have less some drawbacks. Some of these tests are simple but suitable for some situations. In this study, the traditional Cramer-von Mises test statistics is modified based on Weibull formula. The new goodness-of-fit test is compared with the traditional Anderson-Darling (AD), Cramer von-Mises (CR), Kolmogorov-Smirnov (KS) and Shapiro-Wilk (SW) test statistics. A simulation study using several different distributions shows that the proposed test is very powerful for testing normality.
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| first_indexed | 2025-11-15T21:01:56Z |
| format | Article |
| id | utm-8440 |
| institution | Universiti Teknologi Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-15T21:01:56Z |
| publishDate | 2007 |
| publisher | Universiti Kebangsaan Malaysia (UKM) |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utm-84402017-10-16T08:33:58Z http://eprints.utm.my/8440/ Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises Shabri, Ani Jemain, Abdul Aziz Q Science (General) QA75 Electronic computers. Computer science Since normal distributions are the most important ones in statistics, there are large number of tests for normality. However they have less some drawbacks. Some of these tests are simple but suitable for some situations. In this study, the traditional Cramer-von Mises test statistics is modified based on Weibull formula. The new goodness-of-fit test is compared with the traditional Anderson-Darling (AD), Cramer von-Mises (CR), Kolmogorov-Smirnov (KS) and Shapiro-Wilk (SW) test statistics. A simulation study using several different distributions shows that the proposed test is very powerful for testing normality. Universiti Kebangsaan Malaysia (UKM) 2007 Article PeerReviewed Shabri, Ani and Jemain, Abdul Aziz (2007) Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises. Sains Malaysiana, 36 (2). pp. 201-206. ISSN 0126-6039 http://www.ukm.my/jsm/english_journals/vol36num2_2007/vol36num2_07page201-206.html |
| spellingShingle | Q Science (General) QA75 Electronic computers. Computer science Shabri, Ani Jemain, Abdul Aziz Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises |
| title | Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises
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| title_full | Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises
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| title_fullStr | Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises
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| title_full_unstemmed | Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises
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| title_short | Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises
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| title_sort | pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises |
| topic | Q Science (General) QA75 Electronic computers. Computer science |
| url | http://eprints.utm.my/8440/ http://eprints.utm.my/8440/ |