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Jan 31, 2012 at 19:41 vote accept Brandon Bertelsen
Jan 21, 2012 at 16:43 comment added ttnphns I'm not R user. I used SPSS, where I performed hierarchical procedure exactly the way I described. I saved 20- through 2-cluster solutions and compared them with silhouette statistic, which showed that 2-3 clusters were most reasonable. Other settings may yield other results, of course. Clusters in your data are far not clear-cut, so I think you can't escape comparing several solutions for interpretability in order to choose one.
Jan 21, 2012 at 16:04 comment added Brandon Bertelsen What method did you use with hclust()?, I can't seem to get anything less than 5 clusters. Although with mediod clustering I can get it down to three... making sense of it however has proven challenging.
Jan 21, 2012 at 12:29 history edited ttnphns CC BY-SA 3.0
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Jan 21, 2012 at 9:19 history answered ttnphns CC BY-SA 3.0