Ibrahim, Noor Akma and Suliadi, (2010) GEE-Smoothing spline in semiparametric model with correlated nominal data. AIP Conference Proceedings, 1309 (1). pp. 474-487.
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Official URL: http://dx.doi.org/10.1063/1.3525149
Abstract
In this paper we propose GEE-Smoothing spline in the estimation of semiparametric models with correlated nominal data. The method can be seen as an extension of parametric generalized estimating equation to semiparametric models. The nonparametric component is estimated using smoothing spline specifically the natural cubic spline. We use profile algorithm in the estimation of both parametric and nonparametric components. The properties of the estimators are evaluated using simulation studies.
| Item Type: | Article |
|---|---|
| Keyword: | Generalized estimating equation, nominal data, properties of estimator, smoothing spline, simulation study |
| Subject: | Generalized estimating equations |
| Faculty or Institute: | Faculty of Science |
| Publisher: | American Institute of Physics |
| DOI Number: | 10.1063/1.3525149 |
| ID Code: | 9325 |
| Deposited By: | Samsida Samsudin |
| Deposited On: | 24 Jan 2011 16:16 |
| Last Modified: | 24 Jan 2011 16:43 |
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