Ways to reset a iPhone without using the touch screen on a phone?

I need to reset my iPhone but the touch screen on the phone don't work properly, so I can't type my Apple ID or my password in because it doesn't work. Is there any other way to completely wipe a iPhone without using the phone it's self?

Hold down the power and home button at the same time for around 15 seconds.

Nope. If you can't type in your Apple username and password, how are you going to reset the phone? It'll ask for password every time.

Through iTunes on a computer

Do a remote wipe.