Nonparametric inference on Fokker-Plank and McKean-Vlasov models

Adriana Laurindo Monteiro, Roberto Imbuzeiro Oliveira

We propose a kernel-based estimator of the velocity field governing the transport and diffusion of $d$-dimensional interacting particles. Assuming the initial positions are i.i.d.…