Please use this identifier to cite or link to this item:
http://paper.sci.ui.ac.id/jspui/handle/2808.28/30
Title: | Nested Generalized Linear Model with Ordinal Response for Correlated Data |
Authors: | Widyaningsih, Yekti Saefuddin, Asep Notodiputro, Khairil A. Wigena, Aji H. |
Keywords: | nested generalized linear model respon ordinal working correlation matrix berkorelasi |
Issue Date: | May-2012 |
Publisher: | http://iptek.its.ac.id/ |
Series/Report no.: | Volume 23;No. 2 |
Abstract: | Abstract—In this paper, we discuss the generalized linear models with ordinal response for correlated data in nested area. Some basic concepts are described, that is nested spatial, threshold model, and cumulative link function. Due to correlated data used for this modeling, Generalized Estimating Eequation (GEE) is used as model parameters estimation method. Nested is shown by the model building and its application on nested spatially data. In this method, some Working Correlation Matrices (WCM) are able to be specified depend on the nature and type of the data. In this study, 3 types of WCM and 2 types of parameters estimation covariance are used to see the results of parameters estimation from these combinations. As a conclusion, independent WCM is appropriate to the data. |
URI: | http://paper.sci.ui.ac.id/jspui/handle/2808.28/30 |
ISSN: | 08534098 |
Appears in Collections: | Journal Collection |
Files in This Item:
File | Description | Size | Format | |
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Yekti.IPTEK.2012.pdf | 2,05 MB | Adobe PDF | View/Open Request a copy |
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