The mind is a powerful thing and we can convince ourself of things without realizing it. When we remember only parts of things our mind fills in the gaps to make the memory complete and believable. Also people believe what they want to believe. Even when the facts contradict our beliefs we will hold to our beliefs and discount the facts.