. With the aid of R, perform hierarchical clustering for the following OTUs measured on characters x and y. For dist use method="euclidean" and for hclust use method="complete". Note with which OTUs C...



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With the aid of R, perform hierarchical clustering for the following


OTUs measured on characters x and y. For dist use method="euclidean"


and for hclust use method="complete". Note with which OTUs C clusters.


x y


A 1.0 9.0


B 2.0 8.0


C 4.0 6.0


D 5.5 4.5


E 6.5 3.5


F 8.0 2.0


Now repeat the process for all OTUs except D, and observe the cluster


membership of C. Performa scatter plot for OTUs A,. . . ,F using the plot and


points functions, and explain why C changed its group membership when D


was omitted.


Note: OTUs arranged like this can create other problems when singlelinkage


clustering is used: see Section 10.4.2 and Everitt and Dunn (2001) for


a discussion of chaining.








May 22, 2022
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