| dc.contributor.author | Suliadi | |
| dc.contributor.author | Noor Akma, Ibrahim | |
| dc.contributor.author | Isa, Daud | |
| dc.contributor.author | Krishnarajah, Isthrinayagy S. | |
| dc.date.accessioned | 2010-11-25T09:34:39Z | |
| dc.date.available | 2010-11-25T09:34:39Z | |
| dc.date.issued | 2010-06-02 | |
| dc.identifier.citation | Vol.4(4), p.375-380 | en_US |
| dc.identifier.uri | http://dspace.unimap.edu.my/123456789/10313 | |
| dc.description | 1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 organized by Universiti Malaysia Perlis (UniMAP) and co-organized by Universiti Sains Malaysia (USM) & Universiti Kebangsaan Malaysia (UKM), 2nd - 3rd June 2010 at Eastern & Oriental Hotel, Penang. | en_US |
| dc.description.abstract | In this paper we consider semiparametric modeling for
correlated nominal data. The model consists of two
components, parametric and nonparametric. We propose
generalized estimating equation (GEE)-Smoothing spline
as a method to estimate these components. GEESmoothing
spline can be seen as an extension of
parametric GEE to semiparametric GEE. The parametric
component is estimated based on GEE, while the
nonparametric is estimated based on smoothing spline
method. In this paper we consider the logit link function
(nominal logistic regression model). | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Universiti Malaysia Perlis (UniMAP) | en_US |
| dc.relation.ispartofseries | Proceedings of the 1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 | en_US |
| dc.subject | Nominal data | en_US |
| dc.subject | Correlated data | en_US |
| dc.subject | Semiparametric estimation | en_US |
| dc.subject | Generalized estimating equation | en_US |
| dc.subject | Smoothing spline | en_US |
| dc.subject | Regional Conference on Applied and Engineering Mathematics (RCAEM) | en_US |
| dc.title | Semiparametric models for correlated nominal data | en_US |
| dc.type | Working Paper | en_US |
| dc.publisher.department | Institut Matematik Kejuruteraan | en_US |
| dc.contributor.url | suliadig@gmail.com | en_US |
| dc.contributor.url | nakma@putra.upm.edu.my | en_US |
| dc.contributor.url | isa@fsas.upm.edu.my | en_US |
| dc.contributor.url | isthri@science.upm.edu.my | en_US |
