Higher dimensional log-linear model and its application

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...

Full description

Bibliographic Details
Main Authors: Usman , Mustofa, ., Widiarti, Ruswandi, Rudi, Elfaki, Faiz Ahmed Mohamed, Daoud, Jamal Ibrahim
Format: Article
Language:English
Published: Sci.Int.(Lahore) 2015
Subjects:
QA Mathematics
Online Access: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
id iium-45781
recordtype eprints
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
repository_type Digital Repository
institution_category Local University
institution International Islamic University Malaysia
building IIUM Repository
collection Online Access
language English
topic QA Mathematics
spellingShingle QA Mathematics
Usman , Mustofa
., Widiarti
Ruswandi, Rudi
Elfaki, Faiz Ahmed Mohamed
Daoud, Jamal Ibrahim
Higher dimensional log-linear model and its application
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.
format Article
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
title Higher dimensional log-linear model and its application
title_short 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_sort higher dimensional log-linear model and its application
publisher Sci.Int.(Lahore)
publishDate 2015
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
first_indexed 2023-09-18T21:05:10Z
last_indexed 2023-09-18T21:05:10Z
_version_ 1777410884679761920

Similar Items