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Bayesian profile regression for clustering analysis involving a longitudinal response and explanatory variables

The identification of sets of co-regulated genes that share a common function is a key question of modern genomics. Bayesian profile regression is a semi-supervised mixture modelling approach that makes use of a response to guide inference toward relevant clusterings. Previous applications of profil...

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Bibliografiska uppgifter
I publikationen:Methodology (Gott)
Huvudupphovsmän: Rouanet, Anaïs, Johnson, Rob, Strauss, Magdalena, Richardson, Sylvia, Tom, Brian D, White, Simon R, Kirk, Paul D. W.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2024
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC7615733/
https://ncbi.nlm.nih.gov/pubmed/38577633
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/jrsssc/qlad097
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