中文摘要：

本文研究了基于相依函数型数据非参数回归函数的核估计.利用稳健的方法,在一定条件下获得了与i.i.d.场合下类似的估计量的几乎完全收敛速度,推广了现有文献中的相关结论.

英文摘要：

In this paper,we investigate the nonparametric kernel estimators for a regression function when response variable takes values in R and explanatory variable is valued in some abstract function space.By the robust method,we establish the almost complete convergence rate of the estimators for dependent functional data as same as i.i.d.,which extends the existing related result in literature.