Are you doing a 1040X? If so just put the new address in Screen 1 and use the 1040X instructions that state "Change of address. If you have moved since you filed your original return, enter your current address on Form 1040-X."

If you are doing just a change of address, do what it says in the link you have. 

I agree the thing you can't find is something I also can not find.