Many problems in Probability give rise to difference equations. Difference equations relate
to differential equations as discrete mathematics relates to continuous mathematics.
Anyone who has made a study of differential equations will know that even supposedly
elementary examples can be hard to solve. By contrast, elementary difference equations
are relatively easy to deal with.