----- Forwarded message from "Schmidt, Eric"  -----

     Date: Mon, 2 Jun 2014 16:34:35 -0400
      From: "Schmidt, Eric"
      Reply-To: "Schmidt, Eric"
      Subject: cluster analysis advice
      To: "morphmet@morphometrics.org"

I'd like to ask for some advice on using kinds of cluster analysis for a 
morphological data set.  Shape is not involved.  I have data on the weights of 
certain organs from numerous mice.  These included things like livers, spleens, 
hearts, and kidneys, dissected from adult mice.  One aim is to take the data 
and find modular patterns within them, without making any a priori hypotheses.  
I'd also do this with the body weight residuals of all the organs.   

 One method I will try is to do a PCA, using organ types as the variables.  If 
different organ types tend to group and cluster, perhaps those "clusters" could 
be used as a priori hypotheses in a PLS regression.  Another way to group 
organs might be to base clusters on germ layers, and do PLS.   However, I'd 
like some advice on a method or set of methods that will do a cluster analysis 
independent of an initial hypothesis.

 Thank you

 Eric
 Wash U

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