Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises = Test of suitability of normal distribution based on cramer-von mises statistics

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 ba...

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Main Authors:	Ani Shabri, Abdul Aziz Jemain
Format:	Article
Language:	English
Published:	Universiti Kebangsaan Malaysia 2007
Online Access:	http://journalarticle.ukm.my/104/ http://journalarticle.ukm.my/104/ http://journalarticle.ukm.my/104/1/1.pdf

id	ukm-104
recordtype	eprints
spelling	ukm-1042016-12-14T06:26:25Z http://journalarticle.ukm.my/104/ Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises = Test of suitability of normal distribution based on cramer-von mises statistics Ani Shabri, Abdul Aziz Jemain, 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 2007-12 Article PeerReviewed application/pdf en http://journalarticle.ukm.my/104/1/1.pdf Ani Shabri, and Abdul Aziz Jemain, (2007) Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises = Test of suitability of normal distribution based on cramer-von mises statistics. Sains Malaysiana, 36 (2). pp. 201-206. ISSN 0126-6039 http://www.ukm.my/jsm/
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Kebangasaan Malaysia
building	UKM Institutional Repository
collection	Online Access
language	English
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.
format	Article
author	Ani Shabri, Abdul Aziz Jemain,
spellingShingle	Ani Shabri, Abdul Aziz Jemain, Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises = Test of suitability of normal distribution based on cramer-von mises statistics
author_facet	Ani Shabri, Abdul Aziz Jemain,
author_sort	Ani Shabri,
title	Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises = Test of suitability of normal distribution based on cramer-von mises statistics
title_short	Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises = Test of suitability of normal distribution based on cramer-von mises statistics
title_full	Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises = Test of suitability of normal distribution based on cramer-von mises statistics
title_fullStr	Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises = Test of suitability of normal distribution based on cramer-von mises statistics
title_full_unstemmed	Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises = Test of suitability of normal distribution based on cramer-von mises statistics
title_sort	pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises = test of suitability of normal distribution based on cramer-von mises statistics
publisher	Universiti Kebangsaan Malaysia
publishDate	2007
url	http://journalarticle.ukm.my/104/ http://journalarticle.ukm.my/104/ http://journalarticle.ukm.my/104/1/1.pdf
first_indexed	2023-09-18T19:00:59Z
last_indexed	2023-09-18T19:00:59Z
_version_	1777403072176193536

Pengujian kesesuaian taburan normal berdasarkan statistik cramer-von mises = Test of suitability of normal distribution based on cramer-von mises statistics

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