I have purchased an album that won't display in my itunes player

I purchased an album from itunes and it's been marked as downloaded to my computer in my purchase history, however when I open the program, the album is not in my library and I can only find part of it in the 'Purchased' playlist. I would like to know why it is doing this and why I am unable to re-download the files into my library if they aren't there.