1967 StepWiseClusterProcedure
- (King, 1967) ⇒ Benjamin King. (1967). “Step-wise Clustering Procedures.” In: Journal of the American Statistical Association, (62)317.
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Abstract
A simple step-wise procedure for the clustering of variables is described. Two alternative criteria for the merger of groups at each pass are discussed: (1) maximization of the pairwise correlation between the centroids of two groups, and (2) minimization of Wilks' statistic to test the hypothesis of independence between two groups. For a set of sample covariance matrices the step-wise solution for each criterion is compared with the optimal two-group separation of variables found by total enumeration of the possible groupings.
References
| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1967 StepWiseClusterProcedure | Benjamin King | Step-wise Clustering Procedures | http://www.jstor.org/pss/2282912 |