Bera, A. K.; Galvao Jr, A. F.; Montes-Rojas, G.; Park, S. Y. - Department of Economics, City University - 2010
This paper studies the connections among quantile regression, the asymmetric Laplace distribution, maximum likelihood … parameters together with the associated “most probable” quantile. Similarly, this method can be seen as a penalized quantile … regression estimator, where the penalty is given by deviations from the median regression. We derive the asymptotic properties of …