Here's some tried and true advice that may help you make money -
"Occam's razor is the principle that can be popularly stated as "when you have two competing theories that make exactly the same predictions, the simpler one is the better"
(excerpted from Wikipedia - http://en.wikipedia.org/wiki/Occam's_razor