Niels Richard Hansen

Graphical modeling of stochastic processes driven by correlated errors

2020 · arXiv (Cornell University)

We study a class of graphs that represent local independence structures in stochastic processes allowing for correlated error processes. Several graphs may encode the same local independencies and we characterize such equivalence classes of graphs. …