The ranking is the outcome variable (DV) and would be compared to the independent variables. The outcome was not created from the independent variables in any sense.

In order to get more power, I think the simplest would be to just convert the rankings into a normal distribution and run the regression on this. The link I posted above sounds like it describes exactly what I want to do but I'm not sure how to do this in SAS.