Based on the assumptions, forecasts of the incremental revenue loss from e-commerce sales are shown in Table 2 for 1999 through 2003. The incremental loss is estimated to be $10.80 billion in 2003.25 The incremental loss is the amount that would not have occurred without e-commerce, after recognizing the substitution of e-commerce sales for other remote sales.