In this case, no difference, Clarence (with the improbable use, I suppose, where the second noun is omitted: 'Is he a friend of your friend? No, he's a friend of my wife's .')
Here's American Heritage's comment:
'Usage Note: Grammarians have sometimes objected to the so-called double genitive...