There are two costs incurred when the "dummy variable" encoding trick is used: Two of the classical regression statistics become difficult to interpret. The beta weights of the original explanatory ...

Estimating a fixed effects model is equivalent to adding a dummy variable for each subject or unit of interest in the standard OLS model. To illustrate equivalence between the two approaches, we can ...