Albums Purchased
Buy with my iPhone several albums on the iTunes Store and then delete them from my phone to to stay in iCloud and now can not find them on my list of albums purchased for download to my cell again.
You likely used a different Apple ID to purchase them. Log into the iTunes Store using that ID.