Modeling of Missing Dynamical Systems: Deriving Parametric Models using a Nonparametric Framework

Shixiao W. Jiang, John Harlim

In this paper, we consider modeling missing dynamics with a nonparametric non-Markovian model, constructed using the theory of kernel embedding of conditional distributions on appr…