So, if I were to know the relationship b/w say two variables A and B. Wouldn't I start with a null hypothesis, say A and B are unrelated and proceed testing the r'ship? If the result doesnt yield, my null hypothesis stand. As long as its falsifiable, it shouldn't be a problem.
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In practice, you rarely research properties that you are sure or you should fully expect to be unrelated.
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