Hidden Markov Models, Markov Chains, Markov Switching, Markov Auto Regression, Maximum Likelihood.
y_t ought to have only one probability density associated with it. We will calculate this single density using the Law of Total Probability which states that if event A can take place pair-wise jointly with either event A1, or event A2, or event A3, and so on, then the unconditional probability of