Check Past Orders on iTunes Online
Unfortunately, there's no way built into iOS or the App Store that will tell you what your past purchases were. However, whenever you buy something from the iTunes Store, Apple emails you a receipt of the purchase. You don't get a receipt for free items, but you should be able to keep track of your past purchases anywhere you can get access to your email.