What was the justification for the US going to war with Iraq?

The justification for the US going to war with Iraq is slightly open to question and debate. The main reason given was because they believed Iraq had weapons of mass destruction and they had to be disarmed. Many believe it was simply to remove Saddam Hussein though and some even think it was for reasons of oil.