Hidden Markov Models, Markov Chains, Markov Switching, Markov Auto Regression, Maximum Likelihood.
Integer Poisson model, or the ever popular Linear Model. The portion that cannot be observed is represented by a ‘hidden process’ which is modeled using a Markov process model. If you are new to Markov processes, please read the following article and then come back here to continue reading: A