I will, as I said I am not a math expert, and I didn't said this is a replacement for the variance concept, it's more like an enhancement. Certainly for measuring errors in a forecasted data it's much better since the profit/loss is always a ratio:

• https://steemit.com/mathematics/@profitgenerator/diy-linear-forecasting-with-python