A Bayesian Approach for Generalized Linear Models with Explanatory Biomarker Measurement Variables Subject to Detection Limit - an Application to Acute Lung Injury

Biomarkers have the potential to improve our understanding of disease diagnosis and prognosis. Biomarker levels that fall below the assay detection limits (DLs), however, compromise the application of biomarkers in research and practice. Most existing methods to handle non-detects focus on a scenari...

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Publié dans:Journal of applied statistics. - 1991. - 39(2012), 8 vom: 01., Seite 1733-1747
Auteur principal: Wu, Huiyun (Auteur)
Autres auteurs: Chen, Qingxia, Ware, Lorraine B, Koyama, Tatsuki
Format: Article
Langue:English
Publié: 2012
Accès à la collection:Journal of applied statistics
Sujets:Journal Article