Occam's Razor is actually 'The simplest explanation is often right', not as you quote it. I looked it up months ago, after seeing the term in a book and wondered what it was.
Occam's Razor is a plain-language statement of the basic laws of probability. "Simplest" does not mean "easiest to understand" like most people think - "simplest" is used in the
mathematical sense, meaning "the explanation with the fewest terms."
Given no evidence, which of the following two statements is more likely?
1) Sarah has blond hair
2) Sarah has blond hair and works as a waitress
Obviously, in the absence of evidence we cannot
prove anything. But all things being equal, 1) is more likely than 2). Why? Probability. The probability that multiple things will simultaneously be true is multiplicative, meaning the more possibilities you tack on, the less likely the whole becomes. A coin has a 50% chance to come up heads. Two coins have a 25% chance to
both come up heads.
So too with everything else. In any given set of possible hypotheses, the hypothesis that invokes the fewest necessary terms is
most likely to be the correct one.
In the case of the Universe, we have a simplified case of two possibilities:
1) The Universe exists as we observe it, driven by natural laws
2) The Universe exists as we observe it, driven by natural laws and was Created by God.
2) invokes an additional entity that is not made necessary by any evidence. While 2) may in fact be true, given current information it is nonetheless
less likely to be true than 1). That probability can
only be shifted if positive evidence is uncovered that increases the probability of God's existence, in effect making it a necessary term in the equation.
You don't need a controlled test to make such a determination. What you need is simply an objective analysis of available evidence and an understanding of the laws of probability. It's not about proof, it's about ascertaining which among all possible hypotheses is the
most likely to be true.