多维平均处理效应极大似然估计的模拟研究

广东工业大学学报 ›› 2004, Vol. 21 ›› Issue (4): 97-100.

多维平均处理效应极大似然估计的模拟研究

广东工业大学应用数学系；中山大学公共卫生学院广东广州510090；广东广州510080；

出版日期:2004-11-03 发布日期:2004-11-03
基金资助:
国家自然科学基金项目(39930160)

The Simulation Study of Maximum Likelihood Estimator on the Population-averaged Treatment Effects

(1.Dept.of Applied Mathematics,Guangdong University of Technology,Guangzhou 510090,China; 2.Dept.of Medical Statistics, School of Public Health, Sun Yat-sen University, Guangzhou 510080,China)

Online:2004-11-03 Published:2004-11-03

摘要/Abstract

摘要： 利用SAS编程对可交换条件下多维结构回归模型中总体平均处理效应的极大似然估计进行随机模拟研究,模拟结果较理想.

何春；方积乾； . 多维平均处理效应极大似然估计的模拟研究[J]. 广东工业大学学报, 2004, 21(4): 97-100.

HE Chun~(1),FANG Ji-qian~(2). The Simulation Study of Maximum Likelihood Estimator on the Population-averaged Treatment Effects[J]. Journal of Guangdong University of Technology, 2004, 21(4): 97-100.

[1] 何春,方积乾. 可交换条件下多维结构回归模型总体平均处理效应的估计[J]. 生物数学学报. 2003(03)

[1] Robins J M,Greenland S.Adjusting for Differential rates of prophylaxisherapy for PCP in High versus Low Dose AZT Treatment Arms in an AIDS Randomaized Trial. Journal of the American Statistical Association . 1994

[2] Robins J M,Ritov Y.Toward a curse-of-dimensionality appropriate (CODA) asymptotic theory for semiparametric models. Statistics in Medicine . 1997

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