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Semiparametric Bayes hierarchical models with mean and variance constraints

In parametric hierarchical models, it is standard practice to place mean and variance constraints on the latent variable distributions for the sake of identifiability and interpretability. Because incorporation of such constraints is challenging in semiparametric models that allow latent variable di...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Yang, Mingan, Dunson, David B., Baird, Donna
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2010
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3869464/
https://ncbi.nlm.nih.gov/pubmed/24363478
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