Hidden Markov Models, Markov Chains, Markov Switching, Markov Auto Regression, Maximum Likelihood.
together using the β_cap_s) matrix and σ² that would maximize the joint probability density of observing the entire training data set y. In other words, we would want to maximize the following product: The Likelihood of observing the data set (Image by Author) In the above product, the probability