Hidden Markov Models, Markov Chains, Markov Switching, Markov Auto Regression, Maximum Likelihood.
portion can only be estimated. We represent such phenomena using a mixture of two random processes. One of the two processes is a ‘visible process’. It is used to represent the observable portion of the phenomenon. The visible process is modeled using a suitable regression model such as ARIMA, the