Can I remove apps from my purchase list

No. You can hide them from the Purchases section of the iTunes Store through iTunes on a computer (or your iPad if it's still running iOS 5):

http://support.apple.com/kb/HT4919

but there's no way to remove apps permanently, nor can they be removed nor hidden in the Purchase History.

Regards.