There are two main classes of model for time series data – autoregressive (AR) and moving average (MA).  The generalisation of the two is referred to as ARIMA – autoregressive integrated moving average.  These models are sometimes referred to as Box-Jenkins models, but more accurately the term “Box-Jenkins” refers to a methodology for model selection. (more…)