Forecast Error

A common misconception about forecasting is that straight-line forecasts are poor forecasts because your data is not a straight line. Your data usually has inherent variability, making it jump around. Sometimes that variability exhibits a trend or pattern and sometimes it is just “noise”. In the absence of real patterns, the best forecast might just be a straight line.