Identification of Markov Jump Autoregressive Processes from Large Noisy Data Sets

Sarah Hojjatinia, Constantino M. Lagoa

This paper introduces a novel methodology for the identification of switching dynamics for switched autoregressive linear models. Switching behavior is assumed to follow a Markov m…