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Nonparametric Bayes Stochastically Ordered Latent Class Models

Latent class models (LCMs) are used increasingly for addressing a broad variety of problems, including sparse modeling of multivariate and longitudinal data, model-based clustering, and flexible inferences on predictor effects. Typical frequentist LCMs require estimation of a single finite number of...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Yang, Hongxia, O’Brien, Sean, Dunson, David B.
Format: Artigo
Sprache:Inglês
Veröffentlicht: 2011
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC3324040/
https://ncbi.nlm.nih.gov/pubmed/22505787
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/jasa.2011.ap10058
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