If a variable has 'm' categories, we can run the regression using:
1
'm - 1' dummy variables and an intercept term
2
'm' dummy variables and an intercept term
3
'(m - 1)' dummy variables without an intercept
4
'(m + 1)' dummy variables without an intercept