Proven Methods to Steer Clear of the Dummy Variable Trap: Tips for Enhanced Data Analysis
The dummy variable trap is a statistical phenomenon that can occur when using dummy variables in regression analysis. It occurs when one or more of the dummy variables are perfectly collinear with the other independent variables in the model. This can lead to biased and unstable coefficient estimates, and can make it difficult to interpret…