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, ...

Artificial intelligence models can secretly transmit dangerous inclinations to one another like a contagion, a recent study found. Experiments showed that an AI model that’s training other models can ...

This is a preview. Log in through your library . Abstract In this paper, we derive the asymptotic properties of the system generalized method of moments (GMM) estimator in dynamic panel data models ...