Single Trajectory Nonparametric Learning of Nonlinear Dynamics

Ingvar M. Ziemann, Henrik Sandberg, Nikolai Matni

Abstract: Given a single trajectory of a dynamical system, we analyze the performance of the nonparametric least squares estimator (LSE). More precisely, we give nonasymptotic expected $l^2$-distance bounds ...