单调函数型数据半参数模型的估计

摘要

We propose a new estimation method for the parameters of a partial functional linear model when the parameter curve is subject to monotone constraint. The proposed estimators are implemented under the nonlinear mixed effects model framework. The small sample properties are illustrated through a simulation experiment.%本文研究了单调约束条件下函数型数据半参数模型的估计间题,利用非线性混合效应模型的方法,给出模型中未知参数向量和单调参数曲线的估计,井通过模拟对提出的方法进行数值分析.