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Nonparametric Bayes Conditional Distribution Modeling With Variable Selection

This article considers a methodology for flexibly characterizing the relationship between a response and multiple predictors. Goals are (1) to estimate the conditional response distribution addressing the distributional changes across the predictor space, and (2) to identify important predictors for...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Chung, Yeonseung, Dunson, David B.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2012
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3620660/
https://ncbi.nlm.nih.gov/pubmed/23580793
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2009.tm08302
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