e are interested in calculation of the derivative
of the
function
evaluated by MonteCarlo simulation of the
SDE
The naive attempt to apply finite
difference:
does not work because each of the components is evaluated by the MonteCarlo
procedure with a random error. These errors do not offset. Dividing it by the
small quantity
amplifies the error in the final result.
