Linear Model Regression on Time-series Data: Non-asymptotic Error Bounds and Applications

Atiye Alaeddini, Siavash Alemzadeh, Afshin Mesbahi +1

Data-driven methods for modeling dynamic systems have received considerable attention as they provide a mechanism for control synthesis directly from the observed time-series data.…