Network inference for SDEs with diverging dimension under small noise

Francesco Iafrate, Nakahiro Yoshida, Stefano M. Iacus

We consider inference for network stochastic differential equations in a small-noise, high-dimensional regime, where the diffusion coefficient vanishes with $\ep\to0$ while the net…