There is a logical fallacy: "absence of evidence is not evidence of absence"
http://rationalwiki.org/wiki/Argument_from_ignorance
Can you offer any proof that there is no underlying causality?
The example I just gave about decay rates strongly suggests there is a mechanism at work...