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Fast approximate inference for variable selection in Dirichlet process mixtures, with an application to pan-cancer proteomics
The Dirichlet Process (DP) mixture model has become a popular choice for model-based clustering, largely because it allows the number of clusters to be inferred. The sequential updating and greedy search (SUGS) algorithm (Wang & Dunson, 2011) was proposed as a fast method for performing approxim...
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| Udgivet i: | Stat Appl Genet Mol Biol |
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| Main Authors: | , , |
| Format: | Artigo |
| Sprog: | Inglês |
| Udgivet: |
2019
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| Fag: | |
| Online adgang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7614016/ https://ncbi.nlm.nih.gov/pubmed/31829970 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1515/sagmb-2018-0065 |
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