Semiparametric models for correlated nominal data
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.
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Universiti Malaysia Perlis (UniMAP)
2010
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my.unimap-103132010-11-25T09:34:39Z Semiparametric models for correlated nominal data Suliadi Noor Akma, Ibrahim Isa, Daud Krishnarajah, Isthrinayagy S. suliadig@gmail.com nakma@putra.upm.edu.my isa@fsas.upm.edu.my isthri@science.upm.edu.my Nominal data Correlated data Semiparametric estimation Generalized estimating equation Smoothing spline Regional Conference on Applied and Engineering Mathematics (RCAEM) 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. 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). 2010-11-25T09:34:39Z 2010-11-25T09:34:39Z 2010-06-02 Working Paper Vol.4(4), p.375-380 http://hdl.handle.net/123456789/10313 en Proceedings of the 1st Regional Conference on Applied and Engineering Mathematics (RCAEM-I) 2010 Universiti Malaysia Perlis (UniMAP) Institut Matematik Kejuruteraan |
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Malaysia |
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Universiti Malaysia Perlis |
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English |
| topic |
Nominal data Correlated data Semiparametric estimation Generalized estimating equation Smoothing spline Regional Conference on Applied and Engineering Mathematics (RCAEM) |
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Nominal data Correlated data Semiparametric estimation Generalized estimating equation Smoothing spline Regional Conference on Applied and Engineering Mathematics (RCAEM) Suliadi Noor Akma, Ibrahim Isa, Daud Krishnarajah, Isthrinayagy S. Semiparametric models for correlated nominal data |
| 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. |
| author2 |
suliadig@gmail.com |
| author_facet |
suliadig@gmail.com Suliadi Noor Akma, Ibrahim Isa, Daud Krishnarajah, Isthrinayagy S. |
| format |
Working Paper |
| author |
Suliadi Noor Akma, Ibrahim Isa, Daud Krishnarajah, Isthrinayagy S. |
| author_sort |
Suliadi |
| title |
Semiparametric models for correlated nominal data |
| title_short |
Semiparametric models for correlated nominal data |
| title_full |
Semiparametric models for correlated nominal data |
| title_fullStr |
Semiparametric models for correlated nominal data |
| title_full_unstemmed |
Semiparametric models for correlated nominal data |
| title_sort |
semiparametric models for correlated nominal data |
| publisher |
Universiti Malaysia Perlis (UniMAP) |
| publishDate |
2010 |
| url |
http://dspace.unimap.edu.my/xmlui/handle/123456789/10313 |
| _version_ |
1643789809053859840 |
| score |
13.222552 |