So, i was trying to improve mr LR model performing multiple linear regression on a dataset. I had a categorical variable region
Region(variable): Midwest Northeast South West
I made dummy variable for each of them and it did improved my model a bit.
I am getting NA's in the coefficient for west, which i don't understand why. can someone explain?