Browsing by Author "Aldenderfer, Mark S."
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Item Computer programs for performing hierarchical cluster analysis(1978) Aldenderfer, Mark S.; Blashfield, Roger K.This paper analyzes the versatility of 10 different popular programs which contain hierarchical methods of cluster analysis. The intent of the paper is to provide users with information which can be of assistance when choosing a cluster analysis program. The four dimensions which are emphasized when discussing these programs are (1) agglomeration vs. division, (2) linkage form, (3) similarity measure, and (4) hierarchical solution vs. single-rank.Item Computer programs for performing iterative partitioning cluster analysis(1978) Blashfield, Roger K.; Aldenderfer, Mark S.Eight programs which perform iterative partitioning cluster analysis are analyzed; they are discussed in terms of versatility of options, accuracy, and cost. These eight programs contain very different heuristic approaches to finding the optimal partition of a data set; the different heuristic approaches are shown to affect both accuracy and cost of clustering solutions. It was not possible to recommend any one program as generally being preferable, however, because of the striking variability in these programs and the lack of knowledge about iterative partitioning methods.