In this note we present a characterization of halfspace depth which re
lates it with well-known concepts of Locational Analysis. This charact
erization also leads to a natural extension of the concept of depth to
noneuclidean location estimation as well as other settings like regre
ssion. (C) 1996 Academic Press, Inc.