Logistic regression is a powerful technique for fitting models to data with a binary response variable, but the models are difficult to interpret if collinearity, nonlinearity, or interactions are ...

This paper focuses on the issue of multicollinearity in family studies research. A technique called ridge regression is presented as a method for analyzing models containing multicollinearity.