Variable Selection and Estimation for Partially Linear Single-index Models with Longitudinal Data

Gaorong Li, Peng Lai, Heng Lian

In this paper, we consider the partially linear single-index models with longitudinal data. To deal with the variable selection problem in this context, we propose a penalized proc…