Categorical Variables And Dummy Coding: Reference Groups Explained
Categorical variables are a staple in statistical modeling, representing distinct groups or categories within a dataset. These variables, however, cannot be directly used in models that require numerical input, such as regression analysis. This is where dummy coding comes into play, converting categorical data into a numerical format that can be interpreted by statistical algorithms….