How do I recover an application purchase invoice?

You should receive an emailed receipt for anything charged to your Apple ID, otherwise look at your purchase history.

Click on the link to 'See your purchase history in the App Store or iTunes Store' [iOS, computer, or web] - Does not include purchases made by others under Family Sharing; those have to be checked from their accounts. --> http://support.apple.com/HT204088