Parameter Estimation for Weakly Interacting Hypoelliptic Diffusions

Yuga Iguchi, Alexandros Beskos, Grigorios A. Pavliotis

We study parameter estimation for interacting particle systems (IPSs) consisting of $N$ weakly interacting multivariate hypoelliptic SDEs. We propose a locally Gaussian approximati…