The most common uncertainty calculation is generating a confidence interval for the mean.
In this case, the uncertainty formula can be derived mathematically.
However, there are many situations in which the uncertainty formulas are mathematically intractable.
The bootstrap provides a method for calculating the uncertainty in these cases.