An Alternative to Using Dummy Variables

Oftentimes, researchers use dummy variables to determine how observations classified into different categorical groups affect the dependent variable of interest. ¬†One drawback with this approach is using too many dummy variables can create small cell sizes, creating an identification problem. ¬†Alternatively, using broad groupings for dummy variables may give the appearance that the effect of…