  Rosenbaum (2005) proposed the crossmatch test for two-sample goodness-of-fit
testing in arbitrary dimensions. We prove that the test is consistent against
all fixed alternatives. In the process, we develop a general consistency result
based on (Henze & Penrose, 1999) that applies more generally.
