Delete apps for good- iPhone?

I can see apps that I've deleted on my iPhone by going to App Store, purchase and than going to not on iPhone is there any way to permanently delete those apps so you can no longer see them.

No, they are basically electronic receipts or proof of purchase if you will. You can just make a new account if it bothers you that much