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      A method for testing the distinctness of clusters: A test of the disjunction of two clusters in Euclidean space as measured by their overlap

      Journal of the International Association for Mathematical Geology
      Springer Nature

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          A General Theory of Classificatory Sorting Strategies: 1. Hierarchical Systems

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            PATTERN CLUSTERING BY MULTIVARIATE MIXTURE ANALYSIS

            Cluster analysis is reformulated as a problem of estimating the para- meters of a mixture of multivariate distributions. The maximum-likelihood theory and numerical solution techniques are developed for a fairly general class of distributions. The theory is applied to mixtures of multivariate nor- mals (NORMIX) and mixtures of multivariate Bernoulli distributions (Latent Classes). The feasibility of the procedures is demonstrated by two examples of computer solutions for normal mixture models of the Fisher Iris data and of artifjcially generated clusters with unequal covariance matrices.
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              Measuring the Power of Hierarchical Cluster Analysis

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                Author and article information

                Journal
                Journal of the International Association for Mathematical Geology
                Mathematical Geology
                Springer Nature
                0020-5958
                1573-8868
                April 1977
                April 1977
                : 9
                : 2
                : 123-143
                Article
                10.1007/BF02312508
                c85712d3-f2a3-4b37-bf91-0e120c4ec774
                © 1977
                History

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