An M-Estimator for Reduced-Rank High-Dimensional Linear Dynamical System Identification

Shaojie Chen, Kai Liu, Yuguang Yang +5

High-dimensional time-series data are becoming increasingly abundant across a wide variety of domains, spanning economics, neuroscience, particle physics, and cosmology. Fitting st…