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Logistic Stick-Breaking Process

A logistic stick-breaking process (LSBP) is proposed for non-parametric clustering of general spatially- or temporally-dependent data, imposing the belief that proximate data are more likely to be clustered together. The sticks in the LSBP are realized via multiple logistic regression functions, wit...

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Detalhes bibliográficos
Main Authors: Ren, Lu, Du, Lan, Carin, Lawrence, Dunson, David B.
Formato: Artigo
Idioma:Inglês
Publicado em: 2011
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4171738/
https://ncbi.nlm.nih.gov/pubmed/25258593
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