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wanhayou:
along the same lines of Clyde's helpfulf insights, focusing on statistical significance only is not, in general, an advisable attitude.
The lack of statistical significance may well depend on a limited sample size; hence, if you were able to collect more data, the non-significant coefficient might turn out significant other things being equal with your regression model.
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