One good reason I can think of is for code maintenance: you have a single point of exit. If you want to change the format of the result,..., it's just much simpler to implement. Also, for debugging, you can just stick a breakpoint there :)
Having said that, I once had to work in a library where the coding standards imposed 'one return statement per function', and I found it pretty tough. I write lots of numerical computations code, and there often are 'special cases', so the code ended up being quite hard to follow...