This doesn't answer your question, but have you considered including all 7 variables into one model and then examine the semi-partial R-squared values (assuming your dependent variable is continuous)? You could sum those values for each of the 21 pairs to come up with a heirarchical ordering. You could add interactions as Rick@SAS suggests to get at more complex relationships between the variables.
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