%0 Journal Article
%T Variance Component Testing in Semiparametric Generalized Linear Model for Longitudinal Data<br>连续型半参数广义线性纵向数据模型的方差成分检验
%A Zeng Linrui
%A Zhu Zhongyi
%A <br>曾林蕊
%A 朱仲义
%J 数学物理学报(A辑)
%D 2008
%I 
%X The variance component testing in the regression model is an important problem. In this paper, the authors study three cases in the variance component testing in semiparametric generalized linear model for longitudinal data, and the score statistic is obtained. In the first case, the authors just consider the nonconstant dispersion. Then in the second case, only the random effects are considered. In the last case, the authors consider both influences. Simulation studies are implemented to verify the efficiency of the method.
%K Longitudinal datazz
%K Semiparametric modelzz
%K Score testzz
%K Penalized splinezz<br>纵向数据
%K 半参数模型
%K Score检验
%K 惩罚样条
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=6E709DC38FA1D09A4B578DD0906875B5B44D4D294832BB8E&cid=37F46C35E03B4B86&jid=4DB553CDB5F521D8C921082E5C95EC80&aid=DC362252C0FE87386392920D1632EE88&yid=67289AFF6305E306&vid=D3E34374A0D77D7F&iid=E158A972A605785F&sid=E513158F1BE1471F&eid=65FC738C50B41E43&journal_id=1003-3998&journal_name=数学物理学报(A辑)&referenced_num=0&reference_num=15