Estimation for Covariate-adjusted Generalized Varying Coefficient Models

摘要：

　　In this paper,we propose a covariate-adjusted generalized varying coefficient model,and consider the estimation for coefficient functions.We present an estimation procedure by combining basis function approximations with local polynomial methods.Some simulation studies are undertaken to assess the finite sample performance of the proposed method.Simulation results indicate that the proposed estimation is workable.

关键词： Covariate-adjusted Generalized varying coefficient model B-spline

作者: ZHAO Peixin

作者单位: Department of Mathematics,Hechi University,Yizhou,Guangxi,P.R.China,546300

会议类型: 国际会议

会议名称: The 5th International Institute of Statistics & Management Engineering Symposium (第五届(2012)国际统计与管理工程学术研讨会(IISMES2012))

会议地点: 青岛

会议语种:英文

页码: 6-10

在线出版日期: 2012-07-20（万方平台首次上网日期，不代表论文的发表时间）