This suggestion is in the same vein as "Perform K-sample test of medians for right-censored data in PROC LIFETEST" which was also posted by me.
A reference for the current suggestion is:
Kosorok, Michael R. (1999) "Two-sample quantile tests under general conditions", Biometrika, 86, 4, pp. 909-921
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