Thanks for the nice article. I have a small issue with the phrase "median difference". As far as I have seen, median difference is generally referred to be the median of all possible differences for which Hodges-Lehmann is an estimator. On the other hand, the subject of this article is related to difference in(between) medians which is very different and not related to Hodges-Lehmann. A clarification on this would be illuminating.