Hidden Markov Models, Markov Chains, Markov Switching, Markov Auto Regression, Maximum Likelihood.
following state probability distribution π_t at time step t: The state probability distribution vector of the k-state Markov process (Image by Author) So far, we have assumed a linearly specified conditional mean function for y_t as follows: The conditional mean of a normally distributed y_t