Penalized estimate of the number of states in Gaussian linear AR with Markov regime

Ricardo Ríos, Luis-Angel Rodríguez

We deal with the estimation of the regime number in a linear Gaussian autoregressive process with a Markov regime (AR-MR). The problem of estimating the number of regimes in this t…