Ozmen Erkin Kokten

Maximum Likelihood Estimation of Stable ARX Models using Randomized Coordinate Descent

Autoregressive models play an important role in a variety of applications including finance, engineering, sciences, and agriculture. While for some models (e.g., physics-based models) parameters are known, in other domains the parameters may not be available. This paper deals with the estimation of…