Non-parametric recovery of causal diffusion mechanisms from steady-state observations

Richard Schwank, Mathias Drton

We consider sparse multivariate stochastic systems that evolve in continuous time according to a causal mechanism and present methodology to recover the system's time-infinitesimal…