A K-Means Cluster Analysis Computer Program With Cross-Tabulations and Next-Nearest-Neighbor Analysis

A K-Means Cluster Analysis Computer Program With Cross-Tabulations and Next-Nearest-Neighbor Analysis

A cluster analysis computer program is presented which uses the K-Means algorithm to obtain partitions of multivariate data which have low within-class variance. The program provides a somewhat novel form of a next-nearest neighbor analysis, convenient cross tabulations for variables other than the...

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Veröffentlicht in:Educational and psychological measurement 1980-04, Vol.40 (1), p.133-138
Hauptverfasser: Lee, Howard B., Macqueen, James B.
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container_title Educational and psychological measurement
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creator Lee, Howard B.
Macqueen, James B.
description A cluster analysis computer program is presented which uses the K-Means algorithm to obtain partitions of multivariate data which have low within-class variance. The program provides a somewhat novel form of a next-nearest neighbor analysis, convenient cross tabulations for variables other than the ones used in the clustering, an efficient form of variable clustering, and approximate randomization tests for a variety of relationships.
doi_str_mv 10.1177/001316448004000118
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title A K-Means Cluster Analysis Computer Program With Cross-Tabulations and Next-Nearest-Neighbor Analysis
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