By clustering do you mean the Age group in your example? I would normally think of that as a domain variable as cluster with survey procs relates to sampling design. Does NHANES use a cluster sample design? Any way, clustering is just factor in the calculations for variability, not the central measure. So even with a cluster design I don't think it will effect the actual median.
... View more