Higher dimensional log-linear model and its application
: In this study the model of higher dimensional log-linear model is applied to four categorical variables in Education. The data are collected from the alumni data of University of Lampung, from 2010 to 2013 and about 9060 alumni involved. In this study, the variables of interest are: Length of Stud...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Sci.Int.(Lahore)
2015
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/45781/ http://irep.iium.edu.my/45781/1/paper_0_Mustofa_et_al_2015.pdf |
| _version_ | 1848782849212153856 |
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| author | Usman , Mustofa ., Widiarti Ruswandi, Rudi Elfaki, Faiz Ahmed Mohamed Daoud, Jamal Ibrahim |
| author_facet | Usman , Mustofa ., Widiarti Ruswandi, Rudi Elfaki, Faiz Ahmed Mohamed Daoud, Jamal Ibrahim |
| author_sort | Usman , Mustofa |
| building | IIUM Repository |
| collection | Online Access |
| description | : In this study the model of higher dimensional log-linear model is applied to four categorical variables in Education. The data are collected from the alumni data of University of Lampung, from 2010 to 2013 and about 9060 alumni involved. In this study, the variables of interest are: Length of Study with three categories (<4.5 years; 4.5- 5.5 years; and >5.5 years), Field of Study with three categories (Sciences, Social Sciences, and Education), Sex with two categories (Male, and Female), GPA in scale 0 to 4 with three categories ( <3.0, 3.0-3.5, and >3.5). In this study the aims are going to find the best model to explain the relationship among the factors. By using hierarchical Log-linear Model Analysis and backward method it was found that the best model for the data with three variables interactions in the model are: Length of Study*SEX*GPA, Length of Study*Sciences*GPA, and Sex*Sciences*GPA. |
| first_indexed | 2025-11-14T16:11:59Z |
| format | Article |
| id | iium-45781 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T16:11:59Z |
| publishDate | 2015 |
| publisher | Sci.Int.(Lahore) |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-457812017-11-30T10:51:14Z http://irep.iium.edu.my/45781/ Higher dimensional log-linear model and its application Usman , Mustofa ., Widiarti Ruswandi, Rudi Elfaki, Faiz Ahmed Mohamed Daoud, Jamal Ibrahim QA Mathematics : In this study the model of higher dimensional log-linear model is applied to four categorical variables in Education. The data are collected from the alumni data of University of Lampung, from 2010 to 2013 and about 9060 alumni involved. In this study, the variables of interest are: Length of Study with three categories (<4.5 years; 4.5- 5.5 years; and >5.5 years), Field of Study with three categories (Sciences, Social Sciences, and Education), Sex with two categories (Male, and Female), GPA in scale 0 to 4 with three categories ( <3.0, 3.0-3.5, and >3.5). In this study the aims are going to find the best model to explain the relationship among the factors. By using hierarchical Log-linear Model Analysis and backward method it was found that the best model for the data with three variables interactions in the model are: Length of Study*SEX*GPA, Length of Study*Sciences*GPA, and Sex*Sciences*GPA. Sci.Int.(Lahore) 2015-10 Article PeerReviewed application/pdf en http://irep.iium.edu.my/45781/1/paper_0_Mustofa_et_al_2015.pdf Usman , Mustofa and ., Widiarti and Ruswandi, Rudi and Elfaki, Faiz Ahmed Mohamed and Daoud, Jamal Ibrahim (2015) Higher dimensional log-linear model and its application. Science International Lahore, 27 (5). pp. 3989-3993. ISSN 1013-5316 http://sci-int.com/index.php |
| spellingShingle | QA Mathematics Usman , Mustofa ., Widiarti Ruswandi, Rudi Elfaki, Faiz Ahmed Mohamed Daoud, Jamal Ibrahim Higher dimensional log-linear model and its application |
| title | Higher dimensional log-linear model and its application |
| title_full | Higher dimensional log-linear model and its application |
| title_fullStr | Higher dimensional log-linear model and its application |
| title_full_unstemmed | Higher dimensional log-linear model and its application |
| title_short | Higher dimensional log-linear model and its application |
| title_sort | higher dimensional log-linear model and its application |
| topic | QA Mathematics |
| url | http://irep.iium.edu.my/45781/ http://irep.iium.edu.my/45781/ http://irep.iium.edu.my/45781/1/paper_0_Mustofa_et_al_2015.pdf |