The seminal work of Fudenberg and Tirole [Preemption and Rent Equalization in the Adoption of New Technology, Rev. Econ. Stud., 1985] on how preemption erodes the value of an option to wait raises general questions about the relation between models in discrete and continuous time and thus about...

We propose the dynamic network effect (DNE) model for the study of high-dimensional multivariate time series data. Cross-sectional dependencies between units are captured via one or multiple observed networks and a low-dimensional vector of latent stochastic network effects. The...