The basic steps in a forecasting task Problem definition. Often this is the most difficult part of forecasting. Gathering information. There are always at least two kinds of information required: (a) statistical data, and (b) the accumulated expertise of the people who collect the data and Preliminary (exploratory) analysis. Choosing and fitting models.