Semiparametric regression models for panel count data address situations in which the exact timing of recurrent events is unobserved and only the number of occurrences between scheduled examinations ...

In this paper we study neural networks and their approximating power in panel data models. We provide asymptotic guarantees on deep feed-forward neural network estimation of the conditional mean, ...