Can't watch purchased shows

I recently purchased 2 NBA basketball games on my Apple TV (2nd gen). Unfortunately, these don't appear among my purchased TV shows, so I can't watch them again. iTunes does recognize that I have previously purchased them though; I get a warning that I have already purchased them when I click on 'Buy'. How do I watch these again?