How do we even out the forecast to account for variation?

How do we even out the forecast to account for variation?

 

Solution

Forecasting is an important phenomenon for any product growth/sales. So the profitability/growth depends upon how effective the forecasts are.

In order to account for the variations in the forecast of our values, it is always important to give due importance to the previous forecast items and the previous actual items. This helps in smoothing and controlling the variations caused.

Apart from this, including the trend and seasonality compound if any,