Perbandingan beberapa ujian kebagusan penyuaian untuk taburan normal dan taburan logistik
Goodness of fit (GOF) test is a statistical technique that can be used to determine whether or not a data set follows certain statistical distributions. There are various GOF statistics that can be applied such as Kolmogorov Smirnov (KS), Anderson-Darling (AD) and Cramer- von- Mises (CV). In this...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Published: |
Penerbit Universiti Kebangsaan Malaysia
2010
|
| Online Access: | http://journalarticle.ukm.my/1973/ http://journalarticle.ukm.my/1973/ |
| id |
ukm-1973 |
|---|---|
| recordtype |
eprints |
| spelling |
ukm-19732011-06-21T04:23:33Z http://journalarticle.ukm.my/1973/ Perbandingan beberapa ujian kebagusan penyuaian untuk taburan normal dan taburan logistik Faridatulazna A. Shahabuddin, Norkhairul Aizura Nordin, Kamarulzaman Ibrahim, Abdul Aziz Jemain, Goodness of fit (GOF) test is a statistical technique that can be used to determine whether or not a data set follows certain statistical distributions. There are various GOF statistics that can be applied such as Kolmogorov Smirnov (KS), Anderson-Darling (AD) and Cramer- von- Mises (CV). In this paper a study is conducted to investigate the performance of several selected goodness of fit tests which include KS, AD, CV, three test statistics of Zhang and a proposed modified GOF test which incorporates a variance stabilising transformation. The performance of these tests is studied for testing normal and logistic distributions for various sample sizes. It is found that Zhang’s test is the most powerful and followed closely by our proposed GOF test Penerbit Universiti Kebangsaan Malaysia 2010-12 Article PeerReviewed Faridatulazna A. Shahabuddin, and Norkhairul Aizura Nordin, and Kamarulzaman Ibrahim, and Abdul Aziz Jemain, (2010) Perbandingan beberapa ujian kebagusan penyuaian untuk taburan normal dan taburan logistik. Journal of Quality Measurement and Analysis, 6 (2). pp. 99-104. ISSN 1823-5670 http://www.ukm.my/~ppsmfst/jqma/index.html |
| repository_type |
Digital Repository |
| institution_category |
Local University |
| institution |
Universiti Kebangasaan Malaysia |
| building |
UKM Institutional Repository |
| collection |
Online Access |
| description |
Goodness of fit (GOF) test is a statistical technique that can be used to determine whether or
not a data set follows certain statistical distributions. There are various GOF statistics that
can be applied such as Kolmogorov Smirnov (KS), Anderson-Darling (AD) and Cramer- von-
Mises (CV). In this paper a study is conducted to investigate the performance of several
selected goodness of fit tests which include KS, AD, CV, three test statistics of Zhang and a
proposed modified GOF test which incorporates a variance stabilising transformation. The
performance of these tests is studied for testing normal and logistic distributions for various
sample sizes. It is found that Zhang’s test is the most powerful and followed closely by our
proposed GOF test |
| format |
Article |
| author |
Faridatulazna A. Shahabuddin, Norkhairul Aizura Nordin, Kamarulzaman Ibrahim, Abdul Aziz Jemain, |
| spellingShingle |
Faridatulazna A. Shahabuddin, Norkhairul Aizura Nordin, Kamarulzaman Ibrahim, Abdul Aziz Jemain, Perbandingan beberapa ujian kebagusan penyuaian untuk taburan normal dan taburan logistik |
| author_facet |
Faridatulazna A. Shahabuddin, Norkhairul Aizura Nordin, Kamarulzaman Ibrahim, Abdul Aziz Jemain, |
| author_sort |
Faridatulazna A. Shahabuddin, |
| title |
Perbandingan beberapa ujian kebagusan penyuaian
untuk taburan normal dan taburan logistik
|
| title_short |
Perbandingan beberapa ujian kebagusan penyuaian
untuk taburan normal dan taburan logistik
|
| title_full |
Perbandingan beberapa ujian kebagusan penyuaian
untuk taburan normal dan taburan logistik
|
| title_fullStr |
Perbandingan beberapa ujian kebagusan penyuaian
untuk taburan normal dan taburan logistik
|
| title_full_unstemmed |
Perbandingan beberapa ujian kebagusan penyuaian
untuk taburan normal dan taburan logistik
|
| title_sort |
perbandingan beberapa ujian kebagusan penyuaian
untuk taburan normal dan taburan logistik |
| publisher |
Penerbit Universiti Kebangsaan Malaysia |
| publishDate |
2010 |
| url |
http://journalarticle.ukm.my/1973/ http://journalarticle.ukm.my/1973/ |
| first_indexed |
2023-09-18T19:34:52Z |
| last_indexed |
2023-09-18T19:34:52Z |
| _version_ |
1777405203858849792 |