Pairwise Difference Estimation of High Dimensional Partially Linear Model

Fang Han, Zhao Ren, Yuxin Zhu

This paper proposes a regularized pairwise difference approach for estimating the linear component coefficient in a partially linear model, with consistency and exact rates of conv…