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SPlus Cluster Analysis

To: "'s-news@utstat.toronto.edu'" <s-news@utstat.toronto.edu>
Subject: SPlus Cluster Analysis
From: Nina Bhanap <NBhanap@Zefer.com>
Date: Wed, 21 Mar 2001 14:13:28 -0500

Hi there

I am brand new to S-Plus and have four questions regarding Statistics -> Cluster Analysis -> Agglomerative Hierarchical:


1) The results I get in the Report window... how do I interprete them?
o Call
o Merge
o Order of objects
o Height
o AC
o Available arguments


2) How do I figure out HOW these objects have been clustered... variable
characteristics, means, etc.


3) What if I have some discrete, some continuous and some binary variables;
for example:

o Credit balance:                       ($0.00 to $1,000,000.00)
o Transaction Preference:       Online/Offline
o Revenue bracket:              1, 2 ,3 or 4

How would I sensibly use these variables?


4) Are there tools/techniques in splitting the tree horizontally so that I
can say:

        a) I want 3-5 clusters
  OR
        b) split the tree visually and then let the program tell me what my
clusters are, given that split


I would very much appreciate any help you can give.

Thanks in advance - Nina


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