Asymptotic distribution of partitioning estimation and modified partitioning estimation for regression functions

作者：Ling Nengxiang^*; Hu Shuhe

来源：Journal of Nonparametric Statistics, 2008, 20(4): 353-363.

DOI：10.1080/10485250802159198

• regression function
• partitioning estimation
• modified partitioning estimation
• asymptotic normality
• martingale difference scheme

Estimation of regression function from independent and identically distributed data is considered. In this paper, we investigate partitioning and modified partitioning estimation for regression functions. The asymptotic normality of partitioning and modified partitioning function estimation is shown.

• 出版日期2008
• 单位合肥工业大学; 安徽大学