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A study of standardization of variables in cluster analysis

Journal of ClassificationPublished 1 September 1988
Glenn W. Milligan, Martha C. Cooper
Citations873
SJR quartileQ1
SJR score0.71
SNIP1.33

TL;DR

The present simulation study examined the standardization problem and found that those approaches which standardize by division by the range of the variable gave consistently superior recovery of the underlying cluster structure.

Abstract

Standard scores, Cluster analysis,

Keywords

Computer ScienceMathematicsAgricultural and Biological Sciences