Dynamic Latent Space Modeling of Inhomogeneous Poisson Network Processes with Applications to International Relations

Jie Jian, Jiguo Cao, Owen G. Ward

We study continuous-time relational event data, where time-stamped dyadic interactions reflect both individual node propensities and evolving relational proximity. We propose a dyn…