Journal of Guangdong University of Technology ›› 2010, Vol. 27 ›› Issue (2): 65-67.

• Comprehensive Studies • Previous Articles     Next Articles

The Random Simulation of the Quasi-maximum Likelihood Estimator for the Population-averaged Treatment Effect

  

  1. 1．Facuhy of Applied Mathematics，Guang dong University of Technology，Guangzhou 510090，China；
    2．School of Public Health，Sun Yat—Sen University，Guangzhou 510080，China
  • Online:2010-06-25 Published:2010-06-25

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Abstract: It proposes the random simulation of the quasi-maximum likelihood estimator for the population-averaged treatment effect in the multi-dimensional structural regression model with one-dimensional covariate．The results show that the measurement errors affect the results of the simulation．

Key words: the population-averaged treatment effect；multi-dimensional structural regression model；quasi-maximum likelihood estimator；covariate measurement eror；random simulation

[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，2003，18(3)：321-327

[2]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

[3]何春，方积乾．单个协变量带有测量误差的多维结构回归模型[J]．生物数学学报，2007，22(2)：311．316
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