The Pitts; Who here is old enough to remember that?
I'm sure most of the audience that watches Nickelodeon isn't really familiar with that old short-lived Fox Sitcom, but back in 2003, there was a show about a family that was plagued with severe bad luck:
http://www.imdb.com/title/tt0338647/combined
It was cancelled after five episodes.