Estimation and inference of high-dimensional partially linear regression models with latent factors

Yanmei Shi, Meiling Hao, Yanlin Tang +1

In this paper, we introduce a novel high-dimensional Factor-Adjusted sparse Partially Linear regression Model (FAPLM), to integrate the linear effects of high-dimensional latent fa…