I think dark matter is an awful explanation for an explanation of the "missing matter" problem. We can't see it? Oh it must be invisible?!? Lame.
I have another idea and it is much more simple. It starts with the basic question: What if the gravitational effects come from beyond the edge of our universe?
A couple of points of evidence and a concept appropriated from astronomy: