where y′t is the differenced series (it may have been differenced more than once). The “predictors” on the right hand side include both lagged values of yt and lagged errors. We call this an ARIMA(p,d,q) model, where
p= order of the autoregressive part;
d= degree of first differencing involved;
q= order of the moving average part.