Context dependent ARMA modeling

We propose to extend the use of Risannen's (1983) "tree source"-a relative of the partial hidden Markov model-to continuous signals. While the original algorithm is dedicated to modeling the context in which each symbol can occur in a discrete symbol space, we propose to match a specific ARMA model with each identified context. An example is presented.