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caviarpd - MaRDI portal

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caviarpd (Q84298)

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Cluster Analysis via Random Partition Distributions
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caviarpd
Cluster Analysis via Random Partition Distributions

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    0.3.6
    20 December 2022
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    0.3.4
    7 December 2022
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    0.3.9
    17 July 2023
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    17 July 2023
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    Cluster analysis is performed using pairwise distance information and a random partition distribution. The method is implemented for two random partition distributions. It draws samples and then obtains and plots clustering estimates. An implementation of a selection algorithm is provided for the mass parameter of the partition distribution. Since pairwise distances are the principal input to this procedure, it is most comparable to the hierarchical and k-medoids clustering methods. The method is Dahl, Andros, Carter (2022+) <doi:10.1002/sam.11602>.
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