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I'm looking at continuous data and would like to use ROC to arrive at multiple cut-off points to subcategorize a disease entity.
Example: I have a list of waist circumference measurements and I would like to find out the range (cut-off points) of measurements that corresponds to a certain defined weight class, ie, Thin, Normal, Fat. I would like to arrive at something like 20-24 (Thin), 25-30 (Normal), >30 (Fat).
Is it possible to do this? How do I go about it?
Any advise is highly appreciated.
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