Single-index models are natural extensions of linear models and circumvent the so-called curse of dimensionality. They are becoming increasingly popular in many scientific fields including ...

In this paper,we consider the estimation of both the parameters and the nonparametric link function in partially linear single-index models for longitudinal data that may be unbalanced. In particular, ...