How to deal with more than 100 variables (levels of molecules) with a dichotomous outcome, and 40 cases and 150 controls?

I need to find a way to deal with all these variables in a stepdown logistic regression model, to be able in the end to generate a predictive model. The additional problem is that some of these...

20 November 2012 4,782 21 View