This was a known issue a couple years ago.  Some had their digitizer replaced under warranty.  Also, make sure the screen is clean with no moisture, also that any screen protector is positioned correctly.  If using a case with a built in protector, this causes issues sometimes as well.  Do you have any other areas specifically that do not respond such as dragging the notification bar down or typing on the keyboard?