Statistical learning of nonlinear stochastic differential equations from non-stationary time series using variational clustering

Vyacheslav Boyko, Sebastian Krumscheid, Nikki Vercauteren

Parameter estimation for non-stationary stochastic differential equations (SDE) with an arbitrary nonlinear drift, and nonlinear diffusion is accomplished in combination with a non…