When you lose money for two weeks straight, it's nice to be able to figure out if it's a statistical blip, or if there's a fundamental reason that the trade stopped working. If all you have is a statistical correlation, you can't do that, and you have to guess. If you have a causal relationship in mind, you can examine the market to see if there are reasons to believe that the causal relationship might have broken down.