Recovering the Underlying Trajectory from Sparse and Irregular Longitudinal Data

Yunlong Nie, Yuping Yang, JIguo Cao

In this article, we consider the problem of recovering the underlying trajectory when the longitudinal data are sparsely and irregularly observed and noise-contaminated. Such data…