I have about twenty independent variables and one dependent variable. How do I determine the most "influential" independent variables on the dependent variable. Eventually I'd like to run a regression analysis on the most influential independent variables vs the dependent variable to come up with an equation relating them, but first need to narrow this down.
Any websites, tools, etc...would be great. I have all my data in excel too.