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Author: | Morgan, B. Ray, P. |
Title: | Non-uniqueness and inversions in cluster analysis |
Journal: | Applied Statistics
1995 : VOL. 44:1, p. 117-134 |
Index terms: | CLUSTER ANALYSIS METHODOLOGY ECONOMICS |
Language: | eng |
Abstract: | Care must be exercised when hierarchical methods of cluster analysis are used. Dendograms may not be unique, and certain methods are prone to producing inversions. The nature and extent of these features are examined through two case studies, and by applying seven methods to 20 data sets. Insufficient emphasis on the problems of non-uniqueness and of inversion is made in many text-books and also in computer packages and their manuals. |
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