This new paper got me thinking. How often one wishes for a natural notion of multivariate median, or more generally, multivariate quantiles. Had fun learning about centerpoints and Tukey depths.
By: Marc Hallin ; Miroslav Šiman
(Skip the first page, which is evidently from a different paper.)