Before revision:  Estimation is implemented using a modified version of the Iteratively Reweighted Least Squares (IRLS) algorithm that allows for fast estimation in the presence of HDFE.
After revision:  Estimation is implemented using a modified version of the iteratively reweighted least-squares algorithm that allows for fast estimation in the presence of HDFE.