My biggest concern with MDS had been more with the interpretation. More often than not, people see what they want to see so that most MDS results are subject to misinterpretation. I've worked on approaches that allow me to analyze ordinal results of MDPREF results using nonparametric approaches and these have proven useful in explaining the results seen in a map.
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