I read the Easter bunny hides his eggs cause he does not want it known he was sleeping with a chicken.
I remember reading a comic book when I was maybe in the fifth or sixth grade, where two boys are talking about Easter eggs and one observes they have to use chicken eggs because rabbit eggs are hard to find.