I used this book while working on my master's thesis. You don't have to be a statistics-whiz to understand it. It shows you how to do a cluster analysis in a clear, step-by-step manner. It also discusses when to use the various resemblance coefficients and clustering methods (UPGMA, SLINK, etc.), again in a very clear manner. I highly recommend this book.
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