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A measure of the degree of association among a pair of variables.
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Comparing smoke and hormones level in two groups of people. Which test?
I'd suggest that you have a look at a graph of the distribution of scores in each of your groups- either a histogram or a density plot, where your score (in this case the hormone level) is on the x-ax …