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There are many ways of interpreting your results and - ultimately - it depends on what you're trying to accomplish with your analysis. I won't comment on the merit (or lack thereof) of your analysis; just the statistics. First of all, I would note that your R-Squared here is only ~1%; that is to say, in the case you have set up, only 1% of the variance in ...


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