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Statistical properties of convex clustering
In this manuscript, we study the statistical properties of convex clustering. We establish that convex clustering is closely related to single linkage hierarchical clustering and k-means clustering. In addition, we derive the range of the tuning parameter for convex clustering that yields a non-triv...
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| Publicado no: | Electron J Stat |
|---|---|
| Main Authors: | , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2015
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5014420/ https://ncbi.nlm.nih.gov/pubmed/27617051 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1214/15-EJS1074 |
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