Variational estimation of the drift for stochastic differential equations from the empirical density

Philipp Batz, Andreas Ruttor, Manfred Opper

We present a method for the nonparametric estimation of the drift function of certain types of stochastic differential equations from the empirical density. It is based on a variat…