中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
首页 机构 成果 学者
  
  1. CAS IR Grid
  2. 数学与系统科学研究院
  3. 中国科学院数学与系统科学研究院
  4. 应用数学研究所
Semi-empirical pseudo-likelihood for estimating equations in the presence of missing responses

文献类型：期刊论文

作者Wang, Qihua1,2; Luo, Ruimiao1
刊名JOURNAL OF STATISTICAL PLANNING AND INFERENCE
出版日期2011-08-01
卷号141期号:8页码:2589-2599
关键词Semiparametric model Pseudo-score estimator Pseudo-likelihood ratio
ISSN号0378-3758
DOI10.1016/j.jspi.2011.02.009
英文摘要Consider a semiparametric model which parameterizes only the conditional distribution of Y given X, f(y vertical bar x,beta), and allows the marginal distribution of X to be completely arbitrary. Under the semiparametric model, we develop semi-empirical pseudo-likelihood inference with estimating equation in the presence of missing responses. We define semi-empirical likelihood pseudo-score estimates for both the model parameter and the parameter in the estimating equation simultaneously. Also, we develop semi-empirical pseudo-likelihood ratio inference for them, respectively. A simulation was conducted to evaluate the finite sample properties of the proposed estimators and semi-empirical pseudo-likelihood approach. (C) 2011 Elsevier B.V. All rights reserved.
资助项目National Science Fund for Distinguished Young Scholars in China[10725106] ; National Natural Science Foundation of China[10671198] ; National Science Fund for Creative Research Groups in China ; Key Lab of Random Complex Structure and Data Science, CAS ; Yunnan Province[2010CC003]
WOS研究方向Mathematics
语种英语
WOS记录号WOS:000291067400008
出版者ELSEVIER SCIENCE BV
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/12343]  
专题应用数学研究所
通讯作者Wang, Qihua
作者单位1.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
2.Yunnan Univ, Dept Math & Stat, Kunming 650091, Peoples R China
推荐引用方式
GB/T 7714		 Wang, Qihua,Luo, Ruimiao. Semi-empirical pseudo-likelihood for estimating equations in the presence of missing responses[J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE,2011,141(8):2589-2599.
APA Wang, Qihua,&Luo, Ruimiao.(2011).Semi-empirical pseudo-likelihood for estimating equations in the presence of missing responses.JOURNAL OF STATISTICAL PLANNING AND INFERENCE,141(8),2589-2599.
MLA Wang, Qihua,et al."Semi-empirical pseudo-likelihood for estimating equations in the presence of missing responses".JOURNAL OF STATISTICAL PLANNING AND INFERENCE 141.8(2011):2589-2599.

入库方式： OAI收割

来源：数学与系统科学研究院

浏览0
下载0
收藏0
其他版本

除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。