From Wiki http://en.wikipedia.org/wiki/Major_depressive_episode:
If left untreated, a typical major depressive episode may last for about six months, while about 20% of these episodes can last two years or more, with 50% of depressive episodes ending spontaneously.
I can probably find you an article reference if you want. But I have learned this kind of research findings in psychology class.