In general, to represent a nominal independent variable that has n possible categories, we would create n dummy variables.

Name: In general, to represent a nominal independent variable that has n possible categories, we would create n dummy variables.
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To represent a nominal independent variable with n categories, we create n-1 dummy variables to avoid multicollinearity and ensure a unique representation for each category.

In General, to Represent a Nominal Independent Variable That Has