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The local Dirichlet process

As a generalization of the Dirichlet process (DP) to allow predictor dependence, we propose a local Dirichlet process (lDP). The lDP provides a prior distribution for a collection of random probability measures indexed by predictors. This is accomplished by assigning stick-breaking weights and atoms...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Chung, Yeonseung, Dunson, David B.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2009
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3640338/
https://ncbi.nlm.nih.gov/pubmed/23645935
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10463-008-0218-9
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