a) Define the components, which make up an ARIMA model. (20%)

b) Why is Wolds decomposition fundamental to time series modelling? (20%)

c) Outline the Box-Jenkins identification methodology. (30%)

d) Define the exponentially weighted moving average time series forecasting approach and give examples of commonly used versions of this model. (30%)