It's a nice thought... but not only have they already refused to be ousted from their own country, Bush has also stated he's invading Iraq even if they leave.
So it basically comes down to what the war opposition has been saying all along - this isn't about anything but taking over Iraq and setting up someone who will "serve American interests" (pssst - that means "sell us cheap oil").