Description Usage Arguments Value Examples
Partition data points (variables) into clusters/communities. Reference: Bunea, F., Giraud, C., & Luo, X. (2015). Community estimation in G-models via CORD. arXiv preprint arXiv:1508.01939. http://arxiv.org/abs/1508.01939.
1 2 |
X |
Input data matrix. It should be an n (samples) by p (variables) matrix when |
tau |
Threshold to use at each iteration. A theoretical choice is about 2n^{-1/2}\log^{1/2} p. |
kendall |
Whether to compute Kendall's tau correlation matrix from |
input |
Type of input |
list
with one element: a vector of integers showing which cluster/community each point is assigned to.
1 2 3 |
$cluster
[1] 1 2 1 2 1 2 1 2 1 2
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