This paper studies some finite-sample properties of the Graybill-Deal estimator under both the squared error as well as the asymmetric LINEX loss functions. In the process, a simpler proof of an existing result has been obtained. Crown Copyright (C) 2011 Published by Elsevier B.V. All rights reserved.