An important part of budgeting is forecasting, that is, estimating what will happen in the future, based upon a set of assumptions. Sales forecasts are usually among the earliest to be prepared, and are often based on historical sales using time series analysis.

For example, suppose quarterly sales in the last four years have been as follows (£000):

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