I have found that mentioning you will be contacting the local police department also helps to get a positive DFU.
+1
I always say, "Did you report the theft of your package to the police?"
"Uhh...n-no...."
"I'll call them for you if you like"
"Uhh....nevermind...uhhh...let me sign that for you"