This is a preview. Log in through your library . Abstract We consider the problem of estimation in a panel data sample selection model, where both the selection and the regression equation of interest ...

Identifying causal relationships from observational data is not easy. Still, researchers are often interested in examining the effects of policy changes or other decisions. In those analyses, ...

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, ...