广义变系数模型的B样条估计及R软件实现

B-Spline Estimation Based on R-Project for Generalized Varying Coefficient Models

结合基函数逼近技术以及拟似然方法,对广义变系数模型,提出了一个B样条估计方法,并结合R统计软件,对所提出的估计方法给出了一个基于R软件的实现过程。数据模拟表明所提出的B样条估计方法以及R软件的实现过程均是可行的。

By combing the B-spline technology and the qusi-likelihood method,a B-spline based estimation method is proposed for generalized varying coefficient models.Furthermore, by using the R-project,a estimation proedure is given,and some simulation results show that the proposed method is workable.