Clustering and Classification Inference with U-Statistics

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Documentation for package ‘uclust’ version 1.0.0

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bn Computes Bn Statistic.
bn3 Computes Bn Statistic for 3 Groups.
is_homo U-statistic based homogeneity test
is_homo3 U-statistic based homogeneity test for 3 groups
plot_uhclust Plot function for the result of uhclust
print.utest_classify Simple print method for utest_classify objects.
rep_optimBn Optimization function with multiple staring points (for local optima)
uclust U-statistic based significance clustering
uclust3 U-statistic based significance clustering for three way partitions
uhclust U-statistic based significance hierarchical clustering
utest U test
utest3 U-test for three groups
utest_classify Test for classification of a sample in one of two groups.
var_bn Variance of Bn