Model-Based Forecasting

This article provides an introduction to prediction techniques based on the presence of an underlying model. Autoregressive moving average, state switching, and Bayesian models as well as their combinations and generalizations are considered. Keywords: autoregressive process; moving average process; Bayesian forecasting; state-space model; Markov's regression