I have 5 single factor regression models. Each has intuitive (positive) coefficients which is good. If I run multiple logistic regression one of the coefficients turns negative.
If I run stepwise selection, the negative coefficient stays in.. it's not redundant..
How should I deal with this? Is there a way to enforce positive coefficients?