Hidden Markov Models, Markov Chains, Markov Switching, Markov Auto Regression, Maximum Likelihood.
also do not know the transition probabilities P or the state probability distribution π_t. Therefore, what we have done so far is to hypothesize that there exists a two-regime Markov process characterized by the random variable s_t, and s_t is influencing the observed unemployment rate which is