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Bayesian Functional Data Clustering for Temporal Microarray Data
We propose a Bayesian procedure to cluster temporal gene expression microarray profiles, based on a mixed-effect smoothing-spline model, and design a Gibbs sampler to sample from the desired posterior distribution. Our method can determine the cluster number automatically based on the Bayesian infor...
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| Asıl Yazarlar: | , , , |
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| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
Hindawi Publishing Corporation
2008
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| Konular: | |
| Online Erişim: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2358942/ https://ncbi.nlm.nih.gov/pubmed/18464908 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2008/231897 |
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