----- 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 ------------------------- The materials in this email are private and may contain Protected Health Information. If you are not the intended recipient be advised that any unauthorized use, disclosure, copying, distribution or the taking of any action in reliance on the contents of this information is strictly prohibited. If you have received this email in error, please immediately notify the sender via return email. ----- End forwarded message -----